Emotion Elicitation and Capture among Real Couples in the Lab
Type
conference paper
Date Issued
2020-04-25
Author(s)
Abstract
Couples’ relationships affect partners’ mental and physical well-being. Automatic recognition of couples’ emotions will not only help to better understand the interplay of emotions, intimate relationships, and health and well-being, but also provide crucial clinical insights into protective and risk factors of relationships, and can ultimately guide interventions. However, several works developing emotion recognition algorithms use data from actors in artificial dyadic interactions and the algorithms are likely not to perform well on real couples. We are developing emotion recognition methods using data from real couples and, in this paper, we describe two studies we ran in which we collected emotion data from real couples — Dutch-speaking couples in Belgium and German-speaking couples in Switzerland. We discuss our approach to eliciting and capturing emotions and make five recommendations based on their relevance for developing well-performing emotion recognition systems for couples.
Language
English
HSG Classification
contribution to scientific community
HSG Profile Area
SoM - Business Innovation
Event Title
1st Momentary Emotion Elicitation & Capture (MEEC) workshop, co-located with the ACM CHI Conference on Human Factors in Computing Systems
Event Location
Honolulu, Hawaii, USA
Event Date
April 25, 2020
Division(s)
Eprints ID
259683
File(s)![Thumbnail Image]()
open.access
Name
Boateng et al 2020 Emotion Elicitation and Capture Real Couples Lab.pdf
Size
284.52 KB
Format
Adobe PDF
Checksum (MD5)
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