The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild)

Bernd Dudzik (1) , Tiffany Matej Hrkalovic (2) , Dennis Küster (3) , David St-Onge (4) , Felix Putze (3) , Laurence Devillers (5, 6)

1 TU Delft - Delft University of Technology
2 VU - Vrije Universiteit Amsterdam [Amsterdam]
3 University of Bremen
4 ETS - Ecole de Technologie Supérieure [Montréal]
5 STL - Sciences et Technologies des Langues - LISN
6 SU - Sorbonne Université

The ability to automatically infer relevant aspects of human users’ thoughts and feelings is crucial for technologies to intelligently adapt their behaviors in complex interactions. Research on multimodal analysis has demonstrated the potential of technology to provide such estimates for a broad range of internal states and processes. However, constructing robust approaches for deployment in real-world applications remains an open problem. The MSECP-Wild workshop series is a multidisciplinary forum to present and discuss research addressing this challenge. Submissions to this 5th iteration span efforts relevant to multimodal data collection, modeling, and applications. In addition, our workshop program builds on discussions emerging in previous iterations, highlighting ethical considerations when building and deploying technology modeling internal states in the wild. For this purpose, we host a range of relevant keynote speakers and interactive activities.

Mots clés: Multimodal Modeling; Afective Computing; Human-centered AI

Domaines: Informatique

Bernd Dudzik, Tiffany Matej Hrkalovic, Dennis Küster, David St-Onge, Felix Putze, et al.. The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). ICMI '23: International Conference On Multimodal Interaction, Oct 2023, Paris France, France. pp.828-829, ⟨10.1145/3577190.3616883⟩. ⟨hal-04465456⟩