Project A03: Co-constructing explanations with emotional alignment between AI-explainer and human explainee
In Project A03, researchers are integrating the element of emotion into the explanation process by considering issues such as how emotional reactions influence the perception of an Artificial Intelligence explanation. Which decisions should humans make with the help of Artificial Intelligence in risky situations? How can explanations be aligned with the emotional state of the human user? Researchers from the fields of computer science and economics are investigating how emotions such as happiness and anxiety impact processes of comprehension and decision-making. Their goal is to develop a model for intelligent machines that recognizes emotions and takes these into account in explanatory processes.
Research areas: Computer science, Economics
Associate member
Dr.-Ing. Birte Richter, Bielefeld University
Support staff
Maryam Alizadeh, Bielefeld University
Vivien Mercedes Brückmann, Paderborn University
Robin Sjard von Collani, Bielefeld University
Eldan Huduti, Paderborn University
Ayla Luong, Bielefeld University
Tetyana Shevchuk, Paderborn University
Publications
U. Schmid, B. Wrede, KI - Künstliche Intelligenz 36 (2022) 303–315.
K. Rohlfing, A.-L. Vollmer, J. Fritsch, B. Wrede, Frontiers in Communication 7 (2022).
A. Groß, C. Schütze, B. Wrede, B. Richter, in: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 154–159.
C. Schütze, A. Groß, B. Wrede, B. Richter, in: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ACM, 2022, pp. 166–170.
A. Lebedeva, J. Kornowicz, O. Lammert, J. Papenkordt, in: Artificial Intelligence in HCI, 2023.
A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics and AI 10 (2023).
B. Richter, F. Putze, G. Ivucic, M. Brandt, C. Schütze, R. Reisenhofer, B. Wrede, T. Schultz, Multimodal Technologies and Interaction 7 (2023).
C. Schütze, O. Lammert, B. Richter, K. Thommes, B. Wrede, in: Artificial Intelligence in HCI, 2023.
O. Lammert, B. Richter, C. Schütze, K. Thommes, B. Wrede, Frontiers in Behavioral Economics (2024).
K. Thommes, O. Lammert, C. Schütze, B. Richter, B. Wrede, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2024.
M. Booshehri, H. Buschmeier, P. Cimiano, S. Kopp, J. Kornowicz, O. Lammert, M. Matarese, D. Mindlin, A.S. Robrecht, A.-L. Vollmer, P. Wagner, B. Wrede, in: Proceedings of the 2024 Workshop on Explainability Engineering, ACM, 2024, pp. 20–25.
C. Schütze, B. Richter, O. Lammert, K. Thommes, B. Wrede, in: HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction, ACM, 2024, pp. 141–149.
K. Thommes, O. Lammert, C. Schütze, B. Richter, B. Wrede, in: 2024.
Show all publications
