Gaze-based Workplace & Extended Reality Systems

Research Activities

 

 

 

Gaze-based Mixed Reality Applications

Mixed reality (MR) technology brings together the real and the digital world. In MR, users have access to both physical and virtual items and can manipulate them. ...

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User-Adaptive Systems with Eye Data and Machine Learning

The usage of eye tracking technologies increased in different contexts during last years. This creates an opportunity to design user-adaptive systems by integrating eye-movement data and ...

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Attention Feedback for Data Exploration Tasks

Despite the fact that using information-rich UIs comes with huge potentials to support better decision-making, there are also challenges regarding users’ limited attentional resources....

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Gaze-based Task Resumption Support

In the “interruption age”, we are getting used to frequently shifting our attention to secondary tasks while working on a primary one. ...

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Joint Attention Support in Remote Meetings

The number of remote team meetings significantly increased during last years. Although remote collaboration has many advantages, new challenges arise with an increasing amount of video conferences in our daily life. ...

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EyeTC: Attentive Terms and Conditions

Now and then, users are asked to accept terms and conditions (T&C) before using Internet-based services. Previous studies show that users ignore reading T&C most of the time and accept them tacitly without reading. However, ...

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Use Eyes as an Input for Interactive Information Dashboards

Business Intelligence and Analytics (BI&A) systems are well recognized as con-tributing to decision-making. ...

 

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Eye Tracking in the Wild

Mobile eye trackers provide evidence objective insights into human behavior by showing how people are processing information while working with new devices. ...

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Professor

Alexander Mädche  Prof. Dr. Alexander Mädche

 

Team Lead

Dr. Peyman Toreini  Dr. Peyman Toreini

 

Doctoral Researchers

M.Sc. Moritz Langner  Moritz Langner
 

Shi Liu  Shi Liu

  
Associated Researchers  

 Julia Seitz

 

 Tom Frank Reuscher

Student Assistants


 Pascal Roller

 

Partners

ZKM: Zentrum für Kunst und Medien

 

 

Interviews and Presentations
Interview with ZKM (Center of Art and Media) about Eye-Tracking Kiosk and PrEyeCo as part of Digilog project outcomes. 
 

Video Credits: © ZKM | Zentrum für Kunst und Medien Karlsruhe, Video: Andy Koch, Lisa Michel, Peter Müller, Sabina Zweil

Publications


2023
An Immersive Learning Factory for AI & Data Literacy: An Exploratory Study in the Wild
Liu, S.; Schulz, T.; Toreini, P.; Mädche, A.
2023. Mensch und Computer 2023, 349–353, Association for Computing Machinery (ACM). doi:10.1145/3603555.3608564
An Immersive ’Proto Learning Factory’ Concept for Teaching AI Competencies
Schulz, T.; Liu, S.; Peukert, C.; Toreini, P.; Maedche, A.; Weinhardt, C.
2023. SSRN Electronic Journal. doi:10.2139/ssrn.4470430
Leveraging Eye Tracking Technology for a Situation-Aware Writing Assistant
Langner, M.; Toreini, P.; Maedche, A.
2023. ETRA ’23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications. Ed.: E. Kasneci, Art.-Nr.: 46, Association for Computing Machinery (ACM). doi:10.1145/3588015.3590121
AI and Literacy for Non-Technical Students: A Hybrid-Augmented Learning Factory
Liu, S.; Schulz, T.; Toreini, P.; Peukert, C.; Maedche, A.; Weinhardt, C.
2023, April 28. Conference on Human Factors in Computing Systems (CHI 2023), Hamburg, Germany, April 23–28, 2023
Ethical Experience Design for the Value of Privacy based on Psychological Needs
Hoth, V.; Krueger, A. E.; Langner, M.; Brandenburg, S.
2023. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Art.-Nr.: 537, Association for Computing Machinery (ACM). doi:10.1145/3544549.3574166
Does this Explanation Help? Designing Local Model-agnostic Explanation Representations and an Experimental Evaluation using Eye-tracking Technology
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems. doi:10.1145/3607145
The state of the art of diagnostic multiparty eye tracking in synchronous computer-mediated collaboration
Reuscher, T. F.; Toreini, P.; Maedche, A.
2023. Journal of Eye Movement Research, 16 (2). doi:10.16910/jemr.16.2.4
2022
Home is where your Gaze is – Evaluating effects of embedding regional cues in user interfaces
Menzel, T.; Teubner, T.; Adam, M. T. P.; Toreini, P.
2022. Computers in Human Behavior, 136, Art.-Nr.: 107369. doi:10.1016/j.chb.2022.107369
EyeLikert: Eye-based Interactions for Answering Surveys
Langner, M.; Aßfalg, N.; Toreini, P.; Maedche, A.
2022. 2022 Symposium on Eye Tracking Research and Applications. Ed.: F. Shic, Article no: 16, Association for Computing Machinery (ACM). doi:10.1145/3517031.3529776
The View of Participants on the Potential of Conducting NeuroIS Studies in the Wild
Greif-Winzrieth, A.; Peukert, C.; Toreini, P.; Weinhardt, C.
2022. Information Systems and Neuroscience: NeuroIS Retreat 2022. Ed.: F. D. Davis, 123–131, Springer. doi:10.1007/978-3-031-13064-9_13
EyeMeet: A Joint Attention Support System for Remote Meetings
Langner, M.; Toreini, P.; Maedche, A.
2022. CHI Conference on Human Factors in Computing Systems Extended Abstracts, 30th April - 06th May 2022, New Orleans, 1–7, Association for Computing Machinery (ACM). doi:10.1145/3491101.3519792
Recognizing Polychronic-Monochronic Tendency of Individuals Using Eye Tracking and Machine Learning
Barth, S.; Langner, M.; Toreini, P.; Maedche, A.
2022. Information Systems and Neuroscience: NeuroIS Retreat 2022. Ed.: F. D. Davis, 89–96, Springer International Publishing. doi:10.1007/978-3-031-13064-9_9
UUX (+ X) in der Praxis: Bedürfnisse und Werte für Unternehmen nutzbar machen
Krüger, A. E.; Brandenburg, S.; Langner, M.; Burmester, M.
2022. Mensch und Computer 2022 - Workshopband, Gesellschaft für Informatik (GI). doi:10.18420/muc2022-mci-ws07-114
Designing Gaze-Aware Attention Feedback for Learning in Mixed Reality
Liu, S.; Toreini, P.; Maedche, A.
2022. Pfleging, B., Gerling, K. & Mayer, S. (Hrsg.), Mensch und Computer 2022 - Tagungsband, 495–500, Association for Computing Machinery (ACM). doi:10.1145/3543758.3547565
Designing Attentive Information Dashboards
Toreini, P.; Langner, M.; Maedche, A.; Morana, S.; Vogel, T.
2022. Journal of the Association for Information Systems, 23 (2), 521–552. doi:10.17705/1jais.00732
2021
EyeTC: Attentive Terms and Conditions of Internet-Based Services with Webcam-Based Eye Tracking
Toreini, P.; Langner, M.; Vogel, T.; Maedche, A.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 112–119, Springer. doi:10.1007/978-3-030-88900-5_13
Exploring the Potential of NeuroIS in the Wild: Opportunities and Challenges of Home Environments
Greif-Winzrieth, A.; Peukert, C.; Toreini, P.; Adam, M. T. P.
2021. Information Systems and Neuroscience: NeuroIS Retreat 2021. Ed.: F. D. Davis, 38–46, Springer. doi:10.1007/978-3-030-88900-5_5
2020
Designing Attentive Information Dashboards with Eye Tracking Technology. PhD dissertation
Toreini, P.
2020, October 26. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000124898
Cody: An Interactive Machine Learning System for Qualitative Coding
Rietz, T.; Toreini, P.; Maedche, A.
2020. ACM Symposium on User Interface Software and Technology (UIST 2020), Online, October 20–23, 2020. doi:10.1145/3379350.3416195
AttentionBoard: A Quantified-Self Dashboard for Enhancing Attention Management with Eye-Tracking
Langner, M.; Toreini, P.; Maedche, A.
2020. Information Systems and Neuroscience : NeuroIS Retreat 2020, Virtual Conference, June 2-4, 2020, www.NeuroIS. Ed.: Fred D. Davis, 266–275, Springer International Publishing. doi:10.1007/978-3-030-60073-0_31
2019
Using Eye-Tracking for Visual Attention Feedback
Toreini, P.; Langner, M.; Maedche, A.
2019. Information Systems and Neuroscience – NeuroIS Retreat 2019. Ed.: F. D. Davis, 261–270, Springer International Publishing. doi:10.1007/978-3-030-28144-1_29
Designing User-Adaptive Information Dashboards: Considering Limited Attention and Working Memory
Toreini, P.; Langner, M.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 139, AIS eLibrary (AISeL)
2018
Enhancing Joint Attention in Collaborative Information Dashboards with Shared Gaze Awareness
Toreini, P.; Benke, I.; Langner, M.; Schaumann, S.; Schwarzenboeck, J.; Bamberger, C.; Maedche, A.
2018. SIGHCI 2018 Proceedings - HCI/MIS Workshop 2018 - The 17th Annual Pre-ICIS Workshop on HCI Research in MIS, San Francisco, California, December 13, 2018, AIS eLibrary (AISeL)
Tool Support for Design Science Research—Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop
Morana, S.; Brocke, J. vom; Maedche, A.; Seidel, S.; Adam, M. T. P.; Bub, U.; Fettke, P.; Gau, M.; Herwix, A.; Mullarkey, M. T.; Nguyen, H. D.; Sjöström, J.; Toreini, P.; Wessel, L.; Winter, R.
2018. Communications of the Association for Information Systems, 43 (Article 17), 239–256. doi:10.17705/1CAIS.04317
Designing Attention-aware Business Intelligence and Analytics Dashboards to Support Task Resumption
Toreini, P.; Langner, M.; Maedche, A.
2018. 26th European Conference on Information Systems: Beyond Digitization - Facets of Socio-Technical Change, ECIS 2018, Portsmouth, UK, June 23-28, 2018. Ed.: U. Frank, Code 143975, Association for Information Systems (AIS)
ServiceDesignKIT: A Web Platform of Digital Service Design Techniques
Liu, X.; Leung, E. T.-M.; Toreini, P.; Maedche, A.
2018. International Conference on Design Science Research in Information Systems and Technology (DESRIST) - Designing for a Digital and Globalized World, Chennai, India, June 3–6, 2018, 34–48, Springer International Publishing. doi:10.1007/978-3-319-91800-6_3
Improving Digital Nudging Using Attentive User Interfaces: Theory Development and Experiment Design
Hummel, D.; Toreini, P.; Maedche, A.
2018. 13th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Chennai, India, 3rd – 6th June, 2018, 1–8
2017
Designing Attention-aware Business Intelligence and Analytics Dashboards
Toreini, P.; Morana, S.
2017. Designing the Digital Transformation: DESRIST 2017 Research in Progress Proceedings. 12th International Conference on Design Science Research in Information Systems and Technology, Karlsruhe, 30. Mai - 1. Juni 2017, 64–72, Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000069452
2016
Interest-based Recommendation in Academic Networks using Social Network Analysis
Toreini, P.; Chatti, M. A.; Thues, H.; Schroeder, U.
2016. GI Edition Proceedings Band 262 DeLFI 2016 – Die 14. E-Learning Fachtagung Informatik : 11.-14. September 2016 Potsdam. [Hrsg.] Ulrike Lucke, 23–35, Köllen Druck+Verlag
SNA-Based Recommendation in Professional Learning Environments
Chatti, M. A.; Toreini, P.; Thues, H.; Schroeder, U.
2016. eLmL 2016 : The Eighth International Conference on Mobile, Hybrid, and On-line Learning, 24. - 28. Apr 2016, Venice, Italy, 49–54, Curran