Research Interest
Welcome!
My name is Moritz Langner. I am a doctoral researcher at ISSD and part of the Biosignal-Adaptive Systems team. My research focuses on the intersection of Information Systems (IS) and Human-Computer Interaction (HCI). I investigate the design and development of next generation user interfaces using eye tracking technology. In particular, I am interested in user modeling and building gaze-based adaptive systems to support students working with LLM-based assistants during thesis writing (e.g. reviewing and understanding literature).
Sounds interesting? Do you want to discuss research, or are you a student interested in the topic and looking for a thesis supervisor? Feel free to contact me anytime.
My colleague Peyman Toreini and I explained parts our research in a video produced by the ZKM for the project Digilog@BW
Short CV
| Since 06.2021 | Doctoral Researcher at the human-centered systems lab (h-lab) at the KIT |
| 2018-2021 | Junior Researcher at the human-centered systems lab (h-lab) at the KIT |
| 2017-2021 | M. Sc. Industrial Engineering & Management, KIT Master Thesis at EnBW AG within Interlytics project about how to support remote team meetings with eye tracking technology |
| 2013-2017 | B. Sc. Industrial Engineering & Management, KIT |
Internships and work experience at Porsche Consulting GmbH, EnBW AG, Porsche AG, Daimler AG, Metabo SAS France and Metabo Power Tools South Africa
Exchange Semester in Barcelona, Spain
Teaching
Lectures
- Foundations of Interactive Systems Summer 2024 (Capstone Project & Exercises)
- Foundations of Interactive Systems Summer 2023 (Capstone Project)
- Foundations of Interactive Systems Summer 2022 (Capstone Project)
Theses
If you are interested in Bachelor or Master Thesis with me, send me a mail with a short motivation, your CV and your current transcript of records. Also feel free to contact me with new topics based on your interest that are in the area of Human-Computer Interaction (HCI), Large Language Models (LLMs) and Eye Tracking.
| Title | Level | Status |
|---|---|---|
| Designing an LLM-based Writing Assistant Leveraging Eye Tracking for User Support | Bachelor/Master | Open |
| Investigating User Interaction with an LLM-based Assistant for Text Summarization and its Effects on Text Quality & Comprehension (in cooperation with PH Karlsruhe) | Master | Taken |
| Who wrote this text? – Detecting the Authorship of a Text Using Eye Tracking | Bachelor | Taken |
| Designing Eye-Based Interactions for Surveys | Master | Done |
| Designing a Writing Assistant for Text Processing using Large Language Models | Bachelor | Done |
| Gaze-based Human-Computer Activity Discovery | Bachelor | Done |
Seminars
| Title | Level | Status |
|---|---|---|
| Practical Seminar: Designing an LLM-based Writing Assistant for Thesis Writing in Overleaf | Bachelor/Master | Open |
| Potential Applications of Eye Tracking in AI-based Writing & Reading Support | Master | Done |
| How to interact with the computer with your eyes: A State of the Art review | Master | Done |
| Eye- and Gaze-based Interactions in Surveys | Master | Done |
| Supporting Remote Collaboration with Eye Tracking Technology: State-of-the-Art and Future Applications | Master | Done |
| Using Machine Learning for Eye-based Task/Activity Recognition | Master | Done |
Awards
- Ernst-Blickle Study Award 2022 by the SEW Eurodrive Foundation for his Master Thesis
- Dr. Herman Zemlicka Award 2020 for Most Visionary Paper at NeuroIS Retreat 2020
Paper Title: AttentionBoard - A Quantified-Self Dashboard for Enhancing Attention Management with Eye-Tracking (Link)
Publication list
2024
Journal Articles
Cognitive state detection with eye tracking in the field: an experience sampling study and its lessons learned
Langner, M.; Toreini, P.; Maedche, A.
2024. i-com. doi:10.1515/icom-2023-0035
Langner, M.; Toreini, P.; Maedche, A.
2024. i-com. doi:10.1515/icom-2023-0035
Conference Papers
The Evolving Role of Generative AI in Text Literacies: Exploring the Potential of Cognition-Adaptive Assistance
Frenzke-Shim, A.; Kohl-Dietrich, D.; Standl, B.; Langner, M.; Maedche, A.; Kerber, U.
2024. 2024 IEEE Global Engineering Education Conference (EDUCON), Kos Island, Greece, 08-11 May 2024, 01–03, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EDUCON60312.2024.10578629
Frenzke-Shim, A.; Kohl-Dietrich, D.; Standl, B.; Langner, M.; Maedche, A.; Kerber, U.
2024. 2024 IEEE Global Engineering Education Conference (EDUCON), Kos Island, Greece, 08-11 May 2024, 01–03, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EDUCON60312.2024.10578629
Designing Gaze-Adaptive Visualizations of Mutual Gaze for Video Meetings
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2024. Proceedings NeuroIS Retreat 2024, Wien, 9th - 11th June 2024, Eds.: F. D. Davis, R. Riedl, J. vom Brocke, P.-M. Léger, A. B. Randolph, G. R. Müller-Putz, Springer
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2024. Proceedings NeuroIS Retreat 2024, Wien, 9th - 11th June 2024, Eds.: F. D. Davis, R. Riedl, J. vom Brocke, P.-M. Léger, A. B. Randolph, G. R. Müller-Putz, Springer
Reports/Preprints
Designing Gaze-Adaptive Visualizations of Mutual Gaze for Video Meetings
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2024. Springer
Reuscher, T. F.; Seitz, J.; Greif-Winzrieth, A.; Langner, M.; Soballa, K.; Maedche, A.; Nieken, P.
2024. Springer
Research Data
Cognitive State Detection with Eye Tracking in the Field: An Experience Sampling Study and its Lessons Learned - Dataset & Analysis Script
Langner, M.; Toreini, P.; Maedche, A.
2024, March 25. doi:10.35097/cLnVJaqFEUOYeFzh
Langner, M.; Toreini, P.; Maedche, A.
2024, March 25. doi:10.35097/cLnVJaqFEUOYeFzh
2023
Journal Articles
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, 13 (4), 1–47. doi:10.1145/3607145
Meza Martínez, M. A.; Nadj, M.; Langner, M.; Toreini, P.; Maedche, A.
2023. ACM Transactions on Interactive Intelligent Systems, 13 (4), 1–47. doi:10.1145/3607145
Conference Papers
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
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
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
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
2022
Journal Articles
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
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
Conference Papers
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
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
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
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
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
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
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
2021
Conference Papers
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
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
2020
Conference Papers
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
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
Book Chapters
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
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
Conference Papers
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)
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
Conference Papers
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)
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)
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)
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)
Use of attentive information dashboards to support task resumption in working environments
Toreini, P.; Langner, M.; Maedche, A.
2018. 10th ACM Symposium on Eye Tracking Research and Applications, ETRA 2018; Warsaw; Poland; 14 June 2018 through 17 June 2018, Art. Nr.: a92, Association for Computing Machinery (ACM). doi:10.1145/3204493.3208348
Toreini, P.; Langner, M.; Maedche, A.
2018. 10th ACM Symposium on Eye Tracking Research and Applications, ETRA 2018; Warsaw; Poland; 14 June 2018 through 17 June 2018, Art. Nr.: a92, Association for Computing Machinery (ACM). doi:10.1145/3204493.3208348