Emotion-Adaptive Systems for Hybrid Work & Learning
Overview
The future of work and learning will be hybrid. AR and VR technologies become commodities for every user and blur the boundaries between desktop-based, augmented, and virtual environments. Individuals and teams collaborate simultaneously from different and same locations, and AI-based support tools will enrich the work and learning experiences. This environment is challenging for the user with complex emotional experiences. To support the users in their work and learning processes in hybrid work we design systems that are able to understand and adapt to emotions.
In our research, we focus on the following areas:
- Emotional competence and emotion regulation strategies
- Leadership and autonomy support
- (Conversational) crowdworking
- Emotions and Self-regulated learning
Research Activities
|
|
Open positions
Currently, we are searching for a highly motivated student for a research assistant position on the development systems that recognize emotions and emotion regulation in hybrid work and learning scenarios. As a research assistant you will experience and be part of contemporary research advances in AI-based emotion recogntion and hybrid work and learning. More information here!
| Title | Subject | Supervisor | Person in Charge |
|---|---|---|---|
| Encouraging Societal Discourse: Developing a Political Discourse System | Contact hypothesis, Conflict management, Information technology, Political discourse | ||
| Emotional Regulation in Conversations: Developing a Dataset and Classifier | Emotions, Group chats, Dataset, Machine learning |
Publication List
Benke, I.; Gnewuch, U.; Maedche, A.
2022. Computers in human behavior, 129, Art.-Nr.: 107122. doi:10.1016/j.chb.2021.107122
Benke, I.; Vetter, S.; Maedche, A.
2021. Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing. Ed.: J. Birnholtz, 19–22, Association for Computing Machinery (ACM). doi:10.1145/3462204.3481764
Benke, I.; Heinzl, A.; Maedche, A.
2021. Proceedings of the 54th Annual Hawaii International Conference on System Sciences, January 4-8, 2021. Ed.: T. X. Bui, 701–711, College of Education University of Hawaii at Manoa
Benke, I.; Knierim, M. T.; Maedche, A.
2020. Proceedings of the ACM on human-computer interaction, 4 (CSCW2), Article No.: 118. doi:10.1145/3415189
Benke, I.; Feine, J.; Venable, J. R.; Maedche, A.
2020. AIS transactions on human-computer interaction, 12 (4), 206–227. doi:10.17705/1thci.00136
Feine, J.; Adam, M.; Benke, I.; Maedche, A.; Benlian, A.
2020. Designing for digital transformation : co-creating services with citizens and industry : 15th international conference on design science research in information systems and technology, DESRIST 2020, Kristiansand, Norway, December 2-4, 2020 : proceedings. Ed.: Sara Hofmann, 126–141, Springer Verlag. doi:10.1007/978-3-030-64823-7_13
Benke, I.
2020. ECIS 2020 Proceedings - Twenty-Eighth European Conference on Information Systems, Marrakesh, Marokko, June 15 - 17, 2020, AIS eLibrary (AISeL)
Benke, I.; Guth, P.; Rietz, T.; Maedche, A.
2020. Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik (WI2020), Potsdam, 08.-11-03.2020
Burmester, M.; Laib, M.; Benke, I.; Minge, M.
2019. Mensch und Computer 2019 - Workshopbeiträge, 8.-11. September 2019, Hamburg. Hrsg.: F. Steinicke, Gesellschaft für Informatik e.V. (GI). doi:10.18420/muc2019-ws-287
André, E.; Bayer, S.; Benke, I.; Benlian, A.; Cummins, N.; Gimpel, H.; Hinz, O.; Kersting, K.; Mädche, A.; Mühlhäuser, M.; Riemann, J.; Schuller, B. W.; Weber, K.
2019. AIS SIGPrag, Munich, 15-18 December 2019, 2019 pre-ICIS workshop proceedings "Values and Ethics in the Digital Age", Munich, 14.12.2019
Benke, I.; Feine, J.; Venable, J. R.; Maedche, A.
2019. AIS SIGPrag, Munich, 15-18 December 2019, 2019 pre-ICIS workshop proceedings "Values and Ethics in the Digital Age", Munich, 14.12.2019
Benke, I.
2019. Proceedings of 17th European Conference on Computer-Supported Cooperative Work, European Society for Socially Embedded Technologies (EUSSET 2019), Salzburg, A, June 8-12, 2019
Rietz, T.; Benke, I.; Maedche, A.
2019. 14. Internationale Tagung Wirtschaftsinformatik (WI2019)
Benke, I.; Maedche, A.
2019. HMD, 56 (1), 50–69. doi:10.1365/s40702-018-00492-4
Burmester, M.; Benke, I.; Döbelt, S.; Minge, M.; Stein, E.; Stevens, G.
2018. Mensch und Computer 2018 - Workshopband, 02.-05.September 2018, Dresden. Hrsg.: R. Dachselt, 461–472, Gesellschaft für Informatik e.V. (GI). doi:10.18420/muc2018-ws09-0546
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)