Classification of Natural Conversations by Humans and Machine Learning Based on Facial Actions

Kurzanzeige
dc.contributor.authorPutra, Prasetia
dc.contributor.authorKöchling, Johanna
dc.contributor.authorStraßheim, Jana
dc.contributor.authorBousquet, Christophe
dc.contributor.authorRenner, Britta
dc.contributor.authorSchupp, Harald T.
dc.date.accessioned2026-01-27T08:02:06Z
dc.date.available2026-01-27T08:02:06Z
dc.date.created2026-01-26T15:06:32.000Z
dc.date.issued2026
dc.description.abstractBetween May 2021 and March 2022, video data from 84 participants in 28 groups was collected (the exact description of this data can be found in the article cited uder related identifiers). For the present analysis, facial action units were extracted from the videos and used for a machine learning based classification of conversation topic. Additionally, the videos were rated by 19 individuals, between May and June 2023.
dc.description.versionpublisheddeu
dc.identifier.doi10.48606/nf7gwyrr2pe9nmq6
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/75906
dc.language.isoeng
dc.rightsCreative Commons Attribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/legalcode
dc.subjectPsychology
dc.subjectFOS: Psychology
dc.subjectComputer Science
dc.subjectFacial Action Units
dc.subjectConversation
dc.subjectMachine Learning
dc.subject.ddc150
dc.titleClassification of Natural Conversations by Humans and Machine Learning Based on Facial Actionseng
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kops.citation.iso690PUTRA,  Prasetia,  Johanna KÖCHLING,  Jana STRASSHEIM,  Christophe BOUSQUET,  Britta RENNER,  Harald T. SCHUPP, 2026. Classification of Natural Conversations by Humans and Machine Learning Based on Facial Actionsdeu
kops.citation.iso690PUTRA,  Prasetia,  Johanna KÖCHLING,  Jana STRASSHEIM,  Christophe BOUSQUET,  Britta RENNER,  Harald T. SCHUPP, 2026. Classification of Natural Conversations by Humans and Machine Learning Based on Facial Actionseng
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