Estimating the valence and arousal of dyadic conversations using autonomic nervous system responses and regression algorithms
The results suggest that physiological measurements can be used to characterize dyadic conversations on the level of individual dyads and conversation intervals. In the long term, such regression algorithms could potentially be used in applications such as education and mental health counseling.
Authors
- Robert A. Kaya
- Domen Novak (ORCID: https://orcid.org/0000-0001-9143-2682)
- Joshua D. Clapp (ORCID: https://orcid.org/0000-0003-2897-5363)
- Maja Goršič (ORCID: https://orcid.org/0000-0001-6448-9958)
- Iman Chatterjee
Institutions
- Marquette University (US)
- University of Wyoming (US)
- University of Cincinnati (US)
Publication Details
- Journal
- Frontiers in Neuroergonomics
- Published
- 2025-12-03
- DOI
- https://doi.org/10.3389/fnrgo.2025.1671311
- Primary Topic
- Emotion and Mood Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- National Institutes of Health
- National Institute of Mental Health