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Interactive Media Lab Dresden –
  • News
  • Studium
    • Lehrangebot
    • Studentische Arbeiten
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Forschungsprojekte

SFB/TRR-248: Grundlagen verständlicher Software-Systeme

CPEC - Centre for Perspicuous Computing

  • Projekte
  • Publikationen
  • Partner
  • Dresden Talks
  • Weizhou Luo (M.Sc.), Prof. Dr.-Ing. Raimund Dachselt

  • Projektpartner: 

    Universität des Saarlandes, Max Planck Institute for Informatics, Max Planck Institute for Software Systems

  • DFG geförderter Sonderforschungsbereich

  • 1. Januar 2019 bis 31. Dezember 2022

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • MIRIA: A Mixed Reality Toolkit for the In-Situ Visualization and Analysis of Spatio-Temporal Interaction Data.

    Büschel, W.; Lehmann, A.; Dachselt, R.;

    Erscheint in Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems.CHI '21, Yokohama, Japan.ACM,2021.10.1145/3411764.3445651

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{,
       author = {Wolfgang B\"{u}schel and Anke Lehmann and Raimund Dachselt},
       title = {MIRIA: A Mixed Reality Toolkit for the In-Situ Visualization and Analysis of Spatio-Temporal Interaction Data},
       booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems},
       series = {CHI '21},
       year = {2021},
       month = {5},
       isbn = {978-1-4503-8096-6/21/05},
       location = {Yokohama, Japan},
       numpages = {15},
       doi = {10.1145/3411764.3445651},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {interaction analysis, immersive analytics, in-situ analysis, in-situ visualization, augmented reality, human-computer interaction, visualization}
    }

  • MARVIS: Combining Mobile Devices and Augmented Reality for Visual Data Analysis.

    Langner, R.; Satkowski, M.; Büschel, W.; Dachselt, R.;

    Erscheint in Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '21, Yokohama, Japan.ACM,2021.10.1145/3411764.3445593

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{langner:2021:marvis,
       author = {Ricardo Langner and Marc Satkowski and Wolfgang B\"{u}schel and Raimund Dachselt},
       title = {MARVIS: Combining Mobile Devices and Augmented Reality for Visual Data Analysis},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2021},
       month = {5},
       isbn = {978-1-4503-8096-6/21/05},
       location = {Yokohama, Japan},
       numpages = {17},
       doi = {10.1145/3411764.3445593},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {data visualization, mobile devices, head-mounted augmented reality, cross-device interaction, data analysis, mobile data visualization, augmented displays, immersive analytics}
    }

  • Investigating the Impact of Real-World Environments on the Perception of 2D Visualizations in Augmented Reality.

    Satkowski, M.; Dachselt, R.;

    Erscheint in Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '21, Yokohama, Japan.ACM,2021.10.1145/3411764.3445330

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @article{fixme,
       author = {Marc Satkowski and Raimund Dachselt},
       title = {Investigating the Impact of Real-World Environments on the Perception of 2D Visualizations in Augmented Reality},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2021},
       month = {05},
       isbn = {978-1-4503-8096-6/21/05},
       location = {Yokohama, Japan},
       numpages = {14},
       doi = {10.1145/3411764.3445330},
       url = {https://doi.org/10.1145/3411764.3445330},
       publisher = {ACM},
       keywords = {User Study, Augmented Reality, Visual Perception, Immersive Analytics, In-Situ Visualization, AR Visualization, Industrial Scenario, Industry 4.0}
    }

  • Investigating Document Layout and Placement Strategies for Collaborative Sensemaking in Augmented Reality.

    Luo, W.; Lehmann, A.; Yang, Y.; Dachselt, R.;

    Erscheint in Proceedings of the 2021 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '21, Yokohama, Japan.ACM,2021.

    • Projektseite
    • Video
    • BibTeX

    @inproceedings{,
       author = {Weizhou Luo and Anke Lehmann and Yushan Yang and Raimund Dachselt},
       title = {Investigating Document Layout and Placement Strategies for Collaborative Sensemaking in Augmented Reality},
       booktitle = {Proceedings of the 2021 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       series = {CHI EA '21},
       year = {2021},
       month = {5},
       location = {Yokohama, Japan},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Achiever or Explorer? Gamifying the Creation Process of Training Data for Machine Learning.

    Alaghbari, S.; Mitschick, A.; Blichmann, G.; Voigt, M.; Dachselt, R.;

    Erscheint in Mensch und Computer 2020 - Tagungsband.MuC '202020.10.1145/3404983.3405519

    • Download
    • BibTeX

    @inproceedings{Alaghbari2020,
       author = {Sarah Alaghbari and Annett Mitschick and Gregor Blichmann and Martin Voigt and Raimund Dachselt},
       title = {Achiever or Explorer? Gamifying the Creation Process of Training Data for Machine Learning},
       booktitle = {Mensch und Computer 2020 - Tagungsband},
       year = {2020},
       month = {9},
       doi = {10.1145/3404983.3405519},
       url = {https://dl.acm.org/doi/10.1145/3404983.3405519},
       keywords = {gamification, object labeling, training data, machine learning}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • Challenges in Collaborative Immersive Visualization.

    Büschel, W.; Eckert, G.; Dachselt, R.;

    In CHI 2020 Workshop on Immersive Analytics: Envisioning Future Productivity for Immersive Analytics.CHI '20, Honolulu, Hawaii, USA.1-6,2020.

    • Workshop Paper
    • BibTeX

    @inproceedings{,
       author = {Wolfgang B\"{u}schel and Georg Eckert and Raimund Dachselt},
       title = {Challenges in Collaborative Immersive Visualization},
       booktitle = {CHI 2020 Workshop on Immersive Analytics: Envisioning Future Productivity for Immersive Analytics},
       series = {CHI '20},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       pages = {1--6},
       numpages = {6}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Investigating Smartphone-based Pan and Zoom in 3D Data Spaces in Augmented Reality.

    Büschel, W.; Mitschick, A.; Meyer, T.; Dachselt, R.;

    In Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services.MobileHCI ’19, Taipei, Taiwan.ACM,1-13,2019.10.1145/3338286.3340113

    • Full Paper
    • Slides
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{bueschel2019,
       author = {Wolfgang B\"{u}schel and Annett Mitschick and Thomas Meyer and Raimund Dachselt},
       title = {Investigating Smartphone-based Pan and Zoom in 3D Data Spaces in Augmented Reality},
       booktitle = {Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services},
       series = {MobileHCI ’19},
       year = {2019},
       month = {10},
       isbn = {9781450368254},
       location = {Taipei, Taiwan},
       pages = {1--13},
       numpages = {13},
       doi = {10.1145/3338286.3340113},
       url = {https://doi.org/10.1145/3338286.3340113},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, 3D Navigation, 3D Data Exploration, Pan \& Zoom, Interaction Techniques, Immersive Visualization}
    }

  • Vistribute: Distributing Interactive Visualizations in Dynamic Multi-Device Setups.

    Horak, T.; Mathisen, A.; Klokmose, C.; Dachselt, R.; Elmqvist, N.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '19, Glasgow, Scotland, UK.ACM,2019.10.1145/3290605.3300846Links: Video Preview, Github.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Horak2019,
       author = {Tom Horak and Andreas Mathisen and Clemens N. Klokmose and Raimund Dachselt and Niklas Elmqvist},
       title = {Vistribute: Distributing Interactive Visualizations in Dynamic Multi-Device Setups},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2019},
       month = {5},
       location = {Glasgow, Scotland, UK},
       numpages = {13},
       doi = {10.1145/3290605.3300846},
       publisher = {ACM}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }

  • BodyHub: A Reconfigurable Wearable System for Clothing.

    Peetz, A.; Klamka, K.; Dachselt, R.;

    In The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings.UIST '19, New Orleans, Louisiana, USA.ACM,2019.10.1145/3332167.3357108

    • Poster Paper
    • Poster
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{peetz2019_bodyhub,
       author = {Andreas Peetz and Konstantin Klamka and Raimund Dachselt},
       title = {BodyHub: A Reconfigurable Wearable System for Clothing},
       booktitle = {The 32nd Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2019},
       month = {10},
       isbn = {978-1-4503-6817-9/19/10},
       location = {New Orleans, Louisiana, USA},
       numpages = {3},
       doi = {10.1145/3332167.3357108},
       url = {https://doi.org/10.1145/3332167.3357108},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Wearable, E-Textiles, Smart Fabric, Rapid Prototyping, 3D Printing, Wearable Construction Kits, Modular System}
    }

  • Interactive Exploration of Large Decision Tree Ensembles.

    Forberg, J.; Mitschick, A.; Voigt, M.; Dachselt, R.;

    In CHI 2019 Workshop on Human-Centered Machine Learning Perspectives.CHI '19, Glasgow, UK, Scotland.2019.Links: Workshop.

    • Paper
    • Poster
    • BibTeX

    @inproceedings{Forberg2019,
       author = {Jan Forberg and Annett Mitschick and Martin Voigt and Raimund Dachselt},
       title = {Interactive Exploration of Large Decision Tree Ensembles},
       booktitle = {CHI 2019 Workshop on Human-Centered Machine Learning Perspectives},
       series = {CHI '19},
       year = {2019},
       month = {5},
       location = {Glasgow, UK, Scotland}
    }

Studentische Arbeiten

  • Remke Dirk Albrecht

    Magische AR Linsen zur Informationsvisualisierung auf großen Displays

    Remke Dirk Albrecht 13. April 2020 bis 14. September 2020

    Betreuung: Patrick Reipschläger, Tamara Flemisch, Raimund Dachselt

  • Antonia Holsten

    Visual Analysis of the Translation Invariance of a Handwritten Text Recognition Model

    Antonia Holsten 2. Oktober 2020 bis 18. Dezember 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

  • Jonas Fohry

    Kombination von interaktiven Oberflächen und Augmented Reality zur Visualisierung multivariater Daten in Node-Link-Diagrammen

    Jonas Fohry 6. Dezember 2019 bis 21. Februar 2020

    Betreuung: Tamara Flemisch, Patrick Reipschläger, Raimund Dachselt

  • Anselm Bunsen

    Neuartige Ansätze zur Visualisierung und Interaktion mit Daten auf Smartwatches

    Anselm Bunsen 7. Juni 2019 bis 23. August 2019

    Betreuung: Tom Horak, Konstantin Klamka, Raimund Dachselt

  • Dennis Dimov

    Visualisierung von Model Checking für Hyperproperties und Informationsflüssen

    Dennis Dimov 3. Februar 2020 bis 18. Mai 2020

    Betreuung: Tamara Flemisch, Tom Horak, Weizhou Luo, Raimund Dachselt

  • Soorya M

    Design and Implementation of an Interactive Visualization for AI Explainability

    Soorya M 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Julián Jesús Méndez Oconitrillo

    Redesign and Implementation of an Interactive Visualization for AI Explainability

    Julián Jesús Méndez Oconitrillo 1. Dezember 2019 bis 8. März 2020

    Betreuung: Tamara Flemisch, Annett Mitschick, Raimund Dachselt

  • Jan Philipp Simon Langen

    Active Learning: Optimized Sample Selection for Data Labeling

    Jan Philipp Simon Langen 1. Oktober 2019 bis 31. Januar 2020

    Betreuung: Annett Mitschick, Raimund Dachselt

 

Das Ziel des Sonderforschungsbereichs/Transregio 248 „Grundlagen verständlicher Software-Systeme“ ist Grundlagenforschung für eine verständliche und nachvollziehbare cyber-physische Welt.

Ob in autonomen Fahrzeugen oder Industrie 4.0, im Smart Home oder in den Smart Cities der Zukunft – Computerprogramme wirken zunehmend an Aktivitäten und Entscheidungen mit, die den Menschen direkt betreffen. Allerdings ist unser Verständnis, wie derart komplexe Systeme interagieren und welche Gründe zu welchen Entscheidungen führen, völlig unzureichend.

Je mehr solche cyber-physischen Technologien unser Leben durchdringen und bestimmen, desto schwerer wiegt dieser graduelle Verlust an Verständnis und Kontrolle. Es fehlt den Systemen an Mechanismen, ihr eigenes Verhalten dem Benutzer plausibel zu machen. Und selbst für Experten ist es heutzutage praktisch unmöglich, wissenschaftlich fundierte Aussagen zu den präzisen Gründen für eine bestimmte Entscheidung – oder zur Verantwortlichkeit im Fall von Fehlfunktionen – zu machen.

Der zentrale Grund dafür ist, dass gegenwärtige computergestützte Systeme keine inhärenten Konzepte besitzen, ihr eigenes Verhalten zu erklären. Sie berechnen Ergebnisse und reichen diese weiter, sie sind aber nicht dafür entworfen, diese zu erläutern. Sie sind nicht verständlich.

Durchgängig verständliche Systeme stellen eine bisher weitestgehend ungelöste wissenschaftliche Herausforderung dar. Der SFB/Transregio 248 nimmt sich dieser Herausforderung an und legt die fundamentalen wissenschaftlichen Grundlagen für compu

tergestützte Systeme der Zukunft, die ihre Funktionalität und ihr Verhalten erläutern. Wir nennen diese Perspicuous Systems (Verständliche Systeme).

Weitere Informationen zum Projekt sind auf der offiziellen Webseite zu finden.

 

Zugehörige Publikationen

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices.

    Horak, T.; Langner, R.; Dachselt, R.;

    In Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces.ISS '20, Virtual Event, Portugal.ACM,5-8,2020.10.1145/3380867.3426201

    • Poster Paper
    • BibTeX

    @inproceedings{Horak2020MultivariateNetworksMobile,
       author = {Tom Horak and Ricardo Langner and Raimund Dachselt},
       title = {Towards Visualizing and Exploring Multivariate Networks on Mobile Devices},
       booktitle = {Companion Proceedings of the 2020 Conference on Interactive Surfaces and Spaces},
       series = {ISS '20 Companion},
       year = {2020},
       month = {11},
       location = {Virtual Event, Portugal},
       pages = {5--8},
       doi = {10.1145/3380867.3426201},
       publisher = {ACM},
       address = {New York, NY, USA}
    }

  • Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams.

    Flemisch, T.; Langner, R.; Alrabbaa, C.; Dachselt, R.;

    In 5th International Workshop on Visualization and Interaction for Ontologies and Linked Data.VOILA '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Flemisch2020,
       author = {Tamara Flemisch and Ricardo Langner and Christian Alrabbaa and Raimund Dachselt},
       title = {Towards Designing a Tool For Understanding Proofs in Ontologies through Combined Node-Link Diagrams},
       booktitle = {5th International Workshop on Visualization and Interaction for Ontologies and Linked Data},
       year = {2020},
       month = {11},
       location = {Online Conference},
       numpages = {13}
    }

  • Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs.

    Horak, T.; Berger, P.; Schumann, H.; Dachselt, R.; Tominski, C.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Ausgabe 27, Nummer 2).VIS '20, Salt Lake City, UT, USA.IEEE,1644-1654,2021.10.1109/TVCG.2020.3030371Links: Video Preview, Recorded Talk.

    • Artikel
    • Projektseite
    • Video
    • Online Demo
    • BibTeX

    @article{Horak2020ResponsiveMatrixCells,
       author = {Tom Horak and Philip Berger and Heidrun Schumann and Raimund Dachselt and Christian Tominski},
       title = {Responsive Matrix Cells: A Focus+Context Approach for Exploring and Editing Multivariate Graphs},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       issue = {27},
       number = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1644--1654},
       doi = {10.1109/TVCG.2020.3030371},
       publisher = {IEEE}
    }

  • Personal Augmented Reality for Information Visualization on Large Interactive Displays.

    Reipschläger, P.; Flemisch, T.; Dachselt, R.;

    Erscheint in IEEE Transactions on Visualization and Computer Graphics (Band 27, Ausgabe 2).VIS '20, Salt Lake City, UT, USA.IEEE,1182-1192,2021.10.1109/TVCG.2020.3030460Links:  Video Preview, Recorded Talk, Slides.

    • Artikel
    • Projektseite
    • Video
    • BibTeX

    @article{Reipschlaeger2021,
       author = {Patrick Reipschl\"{a}ger and Tamara Flemisch and Raimund Dachselt},
       title = {Personal Augmented Reality for Information Visualization on Large Interactive Displays},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       volume = {27},
       issue = {2},
       year = {2021},
       month = {2},
       location = {Salt Lake City, UT, USA},
       pages = {1182--1192},
       numpages = {11},
       doi = {10.1109/TVCG.2020.3030460},
       publisher = {IEEE},
       keywords = {Augmented Reality, Information Visualization, InfoVis, Large Displays, Immersive Analytics, Physical Navigation, Multiple Coordinated Views}
    }

  • Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair.

    Alrabbaa, C.; Baader, F.; Dachselt, R.; Flemisch, T.; Koopmann, P.;

    In Proceedings of the 33rd International Workshop on Description Logics.DL '20, Online Conference.2020.Links:  Workshop Website, Recorded Talk.

    • Workshop Paper
    • Recorded Talk
    • BibTeX

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualising Proofs and the Modular Structure of Ontologies to Support Ontology Repair},
       booktitle = {Proceedings of the 33rd International Workshop on Description Logics},
       year = {2020},
       month = {09},
       location = {Online Conference},
       numpages = {15}
    }

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays.

    Klamka, K.; Horak, T.; Dachselt, R.;

    In Proceedings of the ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376199Links:  Video Preview, Recorded Talk.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       numpages = {15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

  • Rapid Iron-On Thumbnail

    Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220Links:  Video Preview, Recorded Talk, Slides.

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020b,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2021 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

  • Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes.

    Klamka, K.; Dachselt, R.; Steimle, J.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383139Links:  Video Preview.

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Klamka2020c,
       author = {Konstantin Klamka and Raimund Dachselt and J\"{u}rgen Steimle},
       title = {Demonstrating Rapid Iron-On User Interfaces: Hands-on Fabrication of Interactive Textile Prototypes},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383139},
       publisher = {ACM}
    }

  • Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality.

    Reipschläger, P.; Engert, S.; Dachselt, R.;

    In Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3334480.3383138

    • Demo Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2020,
       author = {Patrick Reipschl\"{a}ger and Severin Engert and Raimund Dachselt},
       title = {Augmented Displays: Seamlessly Extending Interactive Surfaces with Head-Mounted Augmented Reality},
       booktitle = {Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       isbn = {978-1-4503-6819-3/20/04},
       location = {Honolulu, Hawaii, USA},
       numpages = {4},
       doi = {10.1145/3334480.3383138},
       publisher = {ACM},
       address = {New York},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling, Architecture, DesignAR}
    }

  • DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays.

    Reipschläger, P.; Dachselt, R.;

    In Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces.ISS '19, Daejeon, Republic of Korea.ACM,29-42,2019.10.1145/3343055.3359718

    • Full Paper
    • Projektseite
    • Video
    • BibTeX

    @inproceedings{Reipschlaeger2019,
       author = {Patrick Reipschl\"{a}ger and Raimund Dachselt},
       title = {DesignAR: Immersive 3D-Modeling Combining Augmented Reality with Interactive Displays},
       booktitle = {Proceedings of the 2019 ACM International Conference on Interactive Surfaces and Spaces},
       series = {ISS '19},
       year = {2019},
       month = {11},
       isbn = {978-1-4503-6891-9},
       location = {Daejeon, Republic of Korea},
       pages = {29--42},
       numpages = {13},
       doi = {10.1145/3343055.3359718},
       url = { https://doi.org/10.1145/3343055.3359718},
       acmid = {3359718},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Augmented Reality, Interactive Surfaces, Augmented Displays, Touch+Pen Interaction, Design, 3D Modeling}
    }