The Transregional Collaborative Research Centre 248 “Foundations of Perspicuous Software Systems” aims at enabling comprehension in a cyber-physical world with the human in the loop.

From autonomous vehicles to Industry 4.0, from smart homes to smart cities – increasingly computer programs participate in actions and decisions that affect humans. However, our understanding of how these applications interact and what is the cause of a specific automated decision is lagging far behind.

With the increase in cyber-physical technology impacting our lives, the consequences of this gradual loss in understanding are becoming severe. Systems lack support for making their behaviour plausible to their users. And even for technology experts it is nowadays virtually impossible to provide scientifically well-founded answers to questions about the exact reasons that lead to a particular decision, or about the responsibility for a malfunctioning.

The root cause of the problem is that contemporary systems do not have any built-in concepts to explicate their behaviour. They calculate and propagate outcomes of computations, but are not designed to provide explanations. They are not perspicuous.

Seamless support for perspicuity is a formidable and largely unsolved scientific challenge. The Collaborative Research Centre/Transregio 248 takes up this challenge. It lays the scientific foundations for designing, analysing and interacting with computerised systems that explicate their functioning. We call them Perspicuous Systems.

You can visit the project’s official website (short https://cpec.science) for further information.

Related Publications (43)

  • NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces

    NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces

    Dachselt, R.; Gaggl, S.; Krötzsch, M.; Méndez, J.; Rusovac, D.; Yang, M.

    To appear in Proceedings of the 9th International Conference on Computational Models of Argument.COMMA 2022, Cardiff, Wales.2022.

    @inproceedings{E3-Dachselt+22:Nexas,
       author = {Raimund Dachselt and Sarah Gaggl and Markus Kr\"{o}tzsch and Juli\'{a}n M\'{e}ndez and Dominik Rusovac and Mei Yang},
       title = {NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces},
       booktitle = {Proceedings of the 9th International Conference on Computational Models of Argument},
       year = {2022},
       month = {9},
       location = {Cardiff, Wales}
    }

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  • Evonne: Interactive Proof Visualization for Description Logics (System Description)

    Evonne: Interactive Proof Visualization for Description Logics (System Description)

    Alrabbaa, C.; Baader, F.; Borgwardt, S.; Dachselt, R.; Koopmann, P.; Méndez, J.

    To appear in Automated Reasoning - 11th International Joint Conference, IJCAR 2022.IJCAR 2022, Haifa, Israel.Springer,2022.

    @inproceedings{ABBDKM-IJCAR22,
       author = {Christian Alrabbaa and Franz Baader and Stefan Borgwardt and Raimund Dachselt and Patrick Koopmann and Juli\'{a}n M\'{e}ndez},
       title = {Evonne: Interactive Proof Visualization for Description Logics (System Description)},
       booktitle = {Automated Reasoning - 11th International Joint Conference, IJCAR 2022},
       series = {Lecture Notes in Computer Science},
       year = {2022},
       month = {8},
       location = {Haifa, Israel},
       publisher = {Springer}
    }

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  • Explaining Hyperproperty Violations

    Explaining Hyperproperty Violations

    Coenen, N.; Dachselt, R.; Finkbeiner, B.; Frenkel, H.; Hahn, C.; Horak, T.; Metzger, N.; Siber, J.

    To appear in 34th International Conference on Computer Aided Verification (CAV 22).CAV 22, Haifa, Israel.2022.

    @inproceedings{coenen2022hyperproperty,
       author = {Norine Coenen and Raimund Dachselt and Bernd Finkbeiner and Hadar Frenkel and Christopher Hahn and Tom Horak and Niklas Metzger and Julian Siber},
       title = {Explaining Hyperproperty Violations},
       booktitle = {34th International Conference on Computer Aided Verification (CAV 22)},
       series = {CAV 22},
       year = {2022},
       month = {8},
       location = {Haifa, Israel}
    }

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    More info

  • On the Eve of True Explainability for OWL Ontologies: Description Logic Proofs with Evee and Evonne

    On the Eve of True Explainability for OWL Ontologies: Description Logic Proofs with Evee and Evonne

    Alrabbaa, C.; Borgwardt, S.; Friese, T.; Koopmann, P.; Méndez, J.; Popovič, A.

    To appear in Proceedings of the 35th International Workshop on Description Logics.DL '22, Haifa, Israel.2022.

    @inproceedings{ABFKMP-DL-2022,
       author = {Christian Alrabbaa and Stefan Borgwardt and Tom Friese and Patrick Koopmann and Juli\'{a}n M\'{e}ndez and Alexej Popovič},
       title = {On the Eve of True Explainability for OWL Ontologies: Description Logic Proofs with Evee and Evonne},
       booktitle = {Proceedings of the 35th International Workshop on Description Logics},
       year = {2022},
       month = {8},
       location = {Haifa, Israel}
    }

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  • Explaining Description Logic Entailments in Practice with Evee and Evonne

    Explaining Description Logic Entailments in Practice with Evee and Evonne

    Alrabbaa, C.; Borgwardt, S.; Friese, T.; Koopmann, P.; Méndez, J.; Popovič, A.

    To appear in Proceedings of the 3rd Workshop on Explainable Logic-Based Knowledge Representation.XLoKR '22, Haifa, Israel.2022.

    @inproceedings{ABFKMP-XLoKR-22,
       author = {Christian Alrabbaa and Stefan Borgwardt and Tom Friese and Patrick Koopmann and Juli\'{a}n M\'{e}ndez and Alexej Popovič},
       title = {Explaining Description Logic Entailments in Practice with Evee and Evonne},
       booktitle = {Proceedings of the 3rd Workshop on Explainable Logic-Based Knowledge Representation},
       year = {2022},
       month = {7},
       location = {Haifa, Israel}
    }

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  • Understanding multi-modal brain network data: An immersive 3D visualization approach

    Understanding multi-modal brain network data: An immersive 3D visualization approach

    Pester, B.; Russig, B.; Winke, O.; Ligges, C.; Dachselt, R.; Gumhold, S.

    In Computers & Graphics (Volume 106).Elsevier Ltd.,pages 88-97,2022.10.1016/j.cag.2022.05.024

    @article{pester-2022-understand-brain-net-data,
       author = {Britta Pester and Benjamin Russig and Oliver Winke and Carolin Ligges and Raimund Dachselt and Stefan Gumhold},
       title = {Understanding multi-modal brain network data: An immersive 3D visualization approach},
       journal = {Computers \& Graphics},
       volume = {106},
       year = {2022},
       month = {6},
       pages = {88--97},
       doi = {10.1016/j.cag.2022.05.024},
       publisher = {Elsevier Ltd.},
       keywords = {Origin–destination visualization, EEG brain connectivity, Immersive virtual reality, Partial directed coherence}
    }

    List of additional material

  • @inproceedings{luo2022arsensemaking,
       author = {Weizhou Luo and Anke Lehmann and Hjalmar Widengren and Raimund Dachselt},
       title = {Where Should We Put It? Layout and Placement Strategies of Documents in Augmented Reality for Collaborative Sensemaking},
       booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems},
       series = {CHI '22},
       year = {2022},
       month = {4},
       location = {New Orleans, LA, USA},
       numpages = {16},
       doi = {10.1145/3491102.3501946},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {spatiality, spatial layout, content organization, sensemaking, affordance, qualitative user study, Augmented Reality, Mixed Reality, collaborative sensemaking}
    }

    List of additional material

    Full video, 30-seconds preview video, ACM DL

  • @inproceedings{Engert2022,
       author = {Severin Engert and Konstantin Klamka and Andreas Peetz and Raimund Dachselt},
       title = {STRAIDE: A Research Platform for Shape-Changing Spatial Displays based on Actuated Strings},
       booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems},
       series = {CHI '22},
       year = {2022},
       month = {4},
       isbn = {978-1-4503-9157-3/22/04},
       location = {New Orleans, LA, USA},
       numpages = {16},
       doi = {10.1145/3491102.3517462},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Prototyping Platform, Spatial Display, Shape-Changing Interface, Tangible Interaction, Casual Visualization, Data Physicalization}
    }

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    Video, Preview, Presentation, Press Kit

  • AvatAR: An Immersive Analysis Environment for Human Motion Data Combining Interactive 3D Avatars and Trajectories

    AvatAR: An Immersive Analysis Environment for Human Motion Data Combining Interactive 3D Avatars and Trajectories

    Reipschläger, P.; Brudy, F.; Dachselt, R.; Matejka, J.; Fitzmaurice, G.; Anderson, F.

    To appear in Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems.CHI '22, New Orleans, LA, USA.ACM,2022.10.1145/3491102.3517676

    @inproceedings{Reipschlaeger2022,
       author = {Patrick Reipschl\"{a}ger and Frederik Brudy and Raimund Dachselt and Justin Matejka and George Fitzmaurice and Fraser Anderson},
       title = {AvatAR: An Immersive Analysis Environment for Human Motion Data Combining Interactive 3D Avatars and Trajectories},
       booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems},
       series = {CHI '22},
       year = {2022},
       month = {4},
       isbn = {978-1-4503-9157-3/22/04},
       location = {New Orleans, LA, USA},
       numpages = {15},
       doi = {10.1145/3491102.3517676},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Visualisation, augmented/mixed reality, human motion data, analysing space utilization, motion analysis, Immersive Analytics}
    }

    List of additional material

    Video Figure, Presentation

  • Reflections on Ubiquitous Visualization

    Reflections on Ubiquitous Visualization

    Vermeulen, J.; Collins, C.; Dachselt, R.; Irani, P.; Joshi, A.

    In B. Lee et al. (Eds.), Mobile Data Visualization.Chapman and Hall/CRC,pages 262-316,2021.10.1201/9781003090823-9

    @inbook{vermeulen2021,
       author = {Jo Vermeulen and Christopher Collins and Raimund Dachselt and Pourang Irani and Alark Joshi},
       editor = {Bongshin Lee and Raimund Dachselt and Petra Isenberg and Eun Kyoung Choe},
       title = {Reflections on Ubiquitous Visualization},
       booktitle = {Mobile Data Visualization},
       year = {2021},
       pages = {262--316},
       doi = {10.1201/9781003090823-9},
       publisher = {Chapman and Hall/CRC}
    }

    List of additional material

  • Challenges in Everyday Use of Mobile Visualizations

    Challenges in Everyday Use of Mobile Visualizations

    Epstein, D.; Blaschek, T.; Carpendale, S.; Dachselt, R.; Vermeulen, J.

    In B. Lee et al. (Eds.), Mobile Data Visualization.Chapman and Hall/CRC,pages 209-240,2021.10.1201/9781003090823-7

    @inbook{epstein2021,
       author = {Daniel A. Epstein and Tanja Blaschek and Sheelagh Carpendale and Raimund Dachselt and Jo Vermeulen},
       editor = {Bongshin Lee and Raimund Dachselt and Petra Isenberg and Eun Kyoung Choe},
       title = {Challenges in Everyday Use of Mobile Visualizations},
       booktitle = {Mobile Data Visualization},
       year = {2021},
       pages = {209--240},
       doi = {10.1201/9781003090823-7},
       publisher = {Chapman and Hall/CRC}
    }

    List of additional material

  • Characterizing Glanceable Visualizations: From Perception to Behavior Change

    Characterizing Glanceable Visualizations: From Perception to Behavior Change

    Blaschek, T.; Bentley, F.; Choe, E.; Horak, T.; Isenberg, P.

    In B. Lee et al. (Eds.), Mobile Data Visualization.Chapman and Hall/CRC,pages 151-176,2021.10.1201/9781003090823-5

    @inbook{blaschek2021,
       author = {Tanja Blaschek and Frank Bentley and Eun Kyoung Choe and Tom Horak and Petra Isenberg},
       editor = {Bongshin Lee and Raimund Dachselt and Petra Isenberg and Eun Kyoung Choe},
       title = {Characterizing Glanceable Visualizations: From Perception to Behavior Change},
       booktitle = {Mobile Data Visualization},
       year = {2021},
       pages = {151--176},
       doi = {10.1201/9781003090823-5},
       publisher = {Chapman and Hall/CRC}
    }

    List of additional material

  • Responsive Visualization Design for Mobile Devices

    Responsive Visualization Design for Mobile Devices

    Horak, T.; Aigner, W.; Brehmer, M.; Joshi, A.; Tominski, C.

    In B. Lee et al. (Eds.), Mobile Data Visualization.Chapman and Hall/CRC,pages 33-66,2021.10.1201/9781003090823-2

    @inbook{horak2021,
       author = {Tom Horak and Wolfgang Aigner and Matthew Brehmer and Alark Joshi and Christian Tominski},
       editor = {Bongshin Lee and Raimund Dachselt and Petra Isenberg and Eun Kyoung Choe},
       title = {Responsive Visualization Design for Mobile Devices},
       booktitle = {Mobile Data Visualization},
       year = {2021},
       pages = {33--66},
       doi = {10.1201/9781003090823-2},
       publisher = {Chapman and Hall/CRC}
    }

    List of additional material

  • An Introduction to Mobile Data Visualization

    An Introduction to Mobile Data Visualization

    Langner, R.; Besançon, L.; Collins, C.; Dwyer, T.; Isenberg, P.; Isenberg, T.; Lee, B.; Perin, C.; Tominski, C.

    In B. Lee et al. (Eds.), Mobile Data Visualization.Chapman and Hall/CRC,pages 1-32,2021.10.1201/9781003090823-1

    @inbook{langner2021,
       author = {Ricardo Langner and Lonni Besançon and Christopher Collins and Tim Dwyer and Petra Isenberg and Tobias Isenberg and Bongshin Lee and Charles Perin and Christian Tominski},
       editor = {Bongshin Lee and Raimund Dachselt and Petra Isenberg and Eun Kyoung Choe},
       title = {An Introduction to Mobile Data Visualization},
       booktitle = {Mobile Data Visualization},
       year = {2021},
       pages = {1--32},
       doi = {10.1201/9781003090823-1},
       publisher = {Chapman and Hall/CRC}
    }

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  • Mobile Data Visualization

    Mobile Data Visualization

    Lee, B.; Dachselt, R.; Isenberg, P.; Choe, E. (Eds.)

    346 pages.Chapman and Hall/CRC,2021.ISBN: 9780367534714.10.1201/9781003090823

    @book{MobileDataVisualization2021,
       editor = {Bongshin Lee and Raimund Dachselt and Petra Isenberg and Eun Kyoung Choe},
       title = {Mobile Data Visualization},
       year = {2021},
       month = {12},
       isbn = {9780367534714},
       numpages = {346},
       doi = {10.1201/9781003090823 },
       publisher = {Chapman and Hall/CRC}
    }

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  • Visual Analysis of Hyperproperties for Understanding Model Checking Results

    Visual Analysis of Hyperproperties for Understanding Model Checking Results

    Horak, T.; Coenen, N.; Metzger, N.; Hahn, C.; Flemisch, T.; Méndez, J.; Dimov, D.; Finkbeiner, B.; Dachselt, R.

    In IEEE Transactions on Visualization and Computer Graphics.VIS '21, Virtual Event.IEEE,2022.10.1109/TVCG.2021.3114866

    @article{Horak2021VisualAnalysisHyperproperties,
       author = {Tom Horak and Norine Coenen and Niklas Metzger and Christopher Hahn and Tamara Flemisch and Juli\'{a}n M\'{e}ndez and Dennis Dimov and Bernd Finkbeiner and Raimund Dachselt},
       title = {Visual Analysis of Hyperproperties for Understanding Model Checking Results},
       journal = {IEEE Transactions on Visualization and Computer Graphics},
       year = {2022},
       month = {10},
       location = {Virtual Event},
       doi = {10.1109/TVCG.2021.3114866},
       publisher = {IEEE}
    }

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    Video Preview, Video, Online Demo

  • @inproceedings{fixme,
       author = {Marc Satkowski and Weizhou Luo and Raimund Dachselt},
       title = {A Visualization Authoring Model for Post-WIMP Interfaces},
       booktitle = {Poster Program of the 2021 IEEE VIS Conference},
       year = {2021},
       month = {10},
       location = {Virtual Event},
       numpages = {2},
       url = {https://arxiv.org/abs/2110.14312}
    }

    List of additional material

    arXiv Reference, Preview Video, Poster

  • @inproceedings{klamka2021_epaper,
       author = {Konstantin Klamka and Raimund Dachselt},
       title = {Bendable Color ePaper Displays for Novel Wearable Applications and Mobile Visualization},
       booktitle = {The 34st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
       year = {2021},
       month = {10},
       isbn = {978-1-4503-8655-5/21/10},
       location = {Virtual Event},
       doi = {10.1145/3474349.3480213},
       url = {https://doi.org/10.1145/3474349.3480213},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {Color, ACeP, EPD, ePaper, E-Ink, electrophoretic, flexible, bendable, StrapDisplay, wearable, personal InfoVis, HCI, toolkit, mobileVis}
    }

    List of additional material

    Poster

  • @inproceedings{fixme,
       author = {Weizhou Luo and Eva Goebel and Patrick Reipschl\"{a}ger and Mats Ole Ellenberg and Raimund Dachselt},
       title = {Demonstrating Spatial Exploration and Slicing of Volumetric Medical Data in Augmented Reality with Handheld Devices},
       booktitle = {2021 IEEE International Symposium on Mixed and Augmented Reality},
       year = {2021},
       month = {10},
       location = {Bari, Italy}
    }

    List of additional material

    Video

  • Towards In-situ Authoring of AR Visualizations with Mobile Devices

    Towards In-situ Authoring of AR Visualizations with Mobile Devices

    Satkowski, M.; Luo, W.; Dachselt, R.

    In 2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).ISMAR '21, Bari, Italy.IEEE,2021.10.1109/ISMAR-Adjunct54149.2021.00073

    @inproceedings{fixme,
       author = {Marc Satkowski and Weizhou Luo and Raimund Dachselt},
       title = {Towards In-situ Authoring of AR Visualizations with Mobile Devices},
       booktitle = {2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
       year = {2021},
       month = {10},
       location = {Bari, Italy},
       doi = {10.1109/ISMAR-Adjunct54149.2021.00073},
       publisher = {IEEE}
    }

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    Video, Poster

  • @inproceedings{fixme,
       author = {Weizhou Luo and Eva Goebel and Patrick Reipschl\"{a}ger and Mats Ole Ellenberg and Raimund Dachselt},
       title = {Exploring and Slicing Volumetric Medical Data in Augmented Reality Using a Spatially-Aware Mobile Device},
       booktitle = {2021 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
       year = {2021},
       month = {10},
       location = {Bari, Italy},
       doi = {10.1109/ISMAR-Adjunct54149.2021.00076},
       publisher = {IEEE}
    }

    List of additional material

    Video, Poster

  • Immersive 3D Visualization of Multi-Modal Brain Connectivity

    Immersive 3D Visualization of Multi-Modal Brain Connectivity

    Pester, B.; Winke, O.; Ligges, C.; Dachselt, R.; Gumhold, S.

    In EuroVis Workshop on Visual Analytics (EuroVA).EuroVA '21The Eurographics Association,2021.10.2312/eurova.20211091

    @inproceedings{10.2312:eurova.2021109,
       author = {Britta Pester and Oliver Winke and Carolin Ligges and Raimund Dachselt and Stefan Gumhold},
       editor = {Katerina Vrotsou and J\"{u}rgen Bernard},
       title = {Immersive 3D Visualization of Multi-Modal Brain Connectivity},
       booktitle = {EuroVis Workshop on Visual Analytics (EuroVA)},
       year = {2021},
       month = {6},
       isbn = {978-3-03868-150-2},
       numpages = {5},
       doi = {10.2312/eurova.20211091},
       publisher = {The Eurographics Association}
    }

    List of additional material

  • @inproceedings{fixme,
       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}
    }

    List of additional material

    Video

  • @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}
    }

  • @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}
    }

    List of additional material

    Video

  • @inproceedings{luo-chi21,
       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},
       isbn = {78-1-4503-8095-9/21/05},
       location = {Yokohama, Japan},
       numpages = {7},
       doi = {10.1145/3411763.3451588},
       publisher = {ACM},
       address = {New York, NY, USA},
       keywords = {user study, spatiality, sensemaking, content organization, grouping, physical environment}
    }

  • Experiences with User Studies in Augmented Reality

    Experiences with User Studies in Augmented Reality

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

    In CHI 2021 Workshop on Evaluating User Experiences in Mixed Reality.CHI '21, Yokohama, Japan.2021.

    @inproceedings{fixme,
       author = {Marc Satkowski and Wolfgang B\"{u}schel and Raimund Dachselt},
       title = {Experiences with User Studies in Augmented Reality},
       booktitle = {CHI 2021 Workshop on Evaluating User Experiences in Mixed Reality},
       year = {2021},
       month = {05},
       location = {Yokohama, Japan},
       numpages = {14},
       url = {https://arxiv.org/abs/2104.03795},
       keywords = {User Study, Augmented Reality}
    }

    List of additional material

    arXiv Reference, Talk Video

  • A User-Centered Approach to Gamify the Manual Creation of Training Data for Machine Learning

    A User-Centered Approach to Gamify the Manual Creation of Training Data for Machine Learning

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

    In i-com Journal of Interactive Media (Volume 20, Number 1).pages 33--48,2021.doi:10.1515/icom-2020-0030

    @article{Alaghbari2021,
       author = {Sarah Alaghbari and Annett Mitschick and Gregor Blichmann and Martin Voigt and Raimund Dachselt},
       title = {A User-Centered Approach to Gamify the Manual Creation of Training Data for Machine Learning},
       journal = {i-com Journal of Interactive Media},
       volume = {20},
       number = {1},
       year = {2021},
       month = {4},
       pages = {33----48},
       numpages = {16},
       doi = {doi:10.1515/icom-2020-0030},
       url = {https://doi.org/10.1515/icom-2020-0030}
    }

    List of additional material

    De Gruyter Oldenbourg

  • Towards Visualizing and Exploring Multivariate Networks on Mobile Devices

    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,pages 5-8,2020.10.1145/3380867.3426201

    @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}
    }

    List of additional material

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

    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.

    @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

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

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

    In IEEE Transactions on Visualization and Computer Graphics (Issue 27, Number 2).VIS '20, Salt Lake City, UT, USA.IEEE,pages 1644-1654,2021.10.1109/TVCG.2020.3030371

    @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}
    }

    List of additional material

    Video Preview, Recorded Talk, Video, Online Demo

  • @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}
    }

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    Video Preview, Recorded Talk, Slides, Video

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

    Visualizing 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.

    @inproceedings{Alraabba2020,
       author = {Christian Alrabbaa and Franz Baader and Raimund Dachselt and Tamara Flemisch and Patrick Koopmann},
       title = {Visualizing 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}
    }

  • @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}
    }

    List of additional material

  • Watch+Strap: Extending Smartwatches with Interactive StrapDisplays

    Watch+Strap: Extending Smartwatches with Interactive StrapDisplays

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

    In Proceedings of the CHI Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,pages 72:1-72:15,2020.10.1145/3313831.3376199

    @inproceedings{Klamka2020,
       author = {Konstantin Klamka and Tom Horak and Raimund Dachselt},
       title = {Watch+Strap: Extending Smartwatches with Interactive StrapDisplays},
       booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       pages = {72:1--72:15},
       doi = {10.1145/3313831.3376199},
       publisher = {ACM}
    }

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    Video Preview, Recorded Talk, Video

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

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

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

    In Proceedings of the 2020 ACM Conference on Human Factors in Computing Systems.CHI '20, Honolulu, Hawaii, USA.ACM,2020.10.1145/3313831.3376220

    @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 2020 ACM Conference on Human Factors in Computing Systems},
       year = {2020},
       month = {4},
       location = {Honolulu, Hawaii, USA},
       doi = {10.1145/3313831.3376220},
       publisher = {ACM}
    }

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    Video Preview, Recorded Talk, Slides, Video

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

    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,2020.10.1145/3334480.3383139

    @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}
    }

    List of additional material

    Video Preview, Video

  • @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}
    }

    List of additional material

    Video

  • Challenges in Collaborative Immersive Visualization

    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.pages 1-6,2020.

    @inproceedings{fixme,
       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}
    }

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

    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,pages 29-42,2019.10.1145/3343055.3359718

    @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}
    }

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    Video

  • BodyHub: A Reconfigurable Wearable System for Clothing

    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.

    @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}
    }

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    Video, Poster

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

    Vistribute: Distributing Interactive Visualizations in Dynamic Multi-Device Setups

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

    In Proceedings of the CHI Conference on Human Factors in Computing Systems.CHI '19, Glasgow, Scotland, UK.ACM,pages 616:-616:13,2019.10.1145/3290605.3300846

    @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 CHI Conference on Human Factors in Computing Systems},
       year = {2019},
       month = {5},
       location = {Glasgow, Scotland, UK},
       pages = {616:--616:13},
       doi = {10.1145/3290605.3300846},
       publisher = {ACM}
    }

    List of additional material

    Video Preview, Github, Video

  • Interactive Exploration of Large Decision Tree Ensembles

    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.

    @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}
    }

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    Workshop Poster

 

Related Student Theses:

  • Markus Wieland

    Concepts for interactive exploration and explanation proofs and ontologies

    Markus Wieland May 9th, 2022 until October 10th, 2022

    Supervision: Julián Méndez, Raimund Dachselt