Titel: Annotation and classification of changes of involvement in group conversation
Autor/-in: Böck, Ronald
Glüge, Stefan
Siegert, Ingo
Wendemuth, Andreas
Tagungsband: Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013
Seiten: 803
Seiten bis: 808
Angaben zur Konferenz: ACII 2013 Humaine Association Conference, Geneva, 2 - 5 September 2013
Verlag / Hrsg. Institution: IEEE Institute of Electrical and Electronics Engineers
Erscheinungsdatum: 2013
Lizenz (gemäss Verlagsvertrag): Lizenz gemäss Verlagsvertrag
Art der Begutachtung: Keine Angabe
Sprache: Englisch
Schlagwörter: Involvement; Group conversation; Annotation of involvment; Automatic involvment detection
Fachgebiet (DDC): 004: Informatik
302: Soziale Interaktion
Zusammenfassung: The detection of involvement in a conversation is important to assess the level humans are participating in either a human-human or human-computer interaction. Especially, detecting changes in a group's involvement in a multi-party interaction is of interest to distinguish several constellations in the group itself. This information can further be used in situations where technical support of meetings is favoured, for instance, focusing a camera, switching microphones, etc. Moreover, this information could also help to improve the performance of technical systems applied in human-machine interaction. In this paper, we concentrate on video material given by the Table Talk corpus. Therefore, we introduce a way of annotating and classifying changes of involvement and discuss the reliability of the annotation. Further, we present classification results based on video features using Multi-Layer Networks.
Departement: Life Sciences und Facility Management
Organisationseinheit: Institut für Angewandte Simulation (IAS)
Publikationstyp: Konferenz: Paper
DOI: 10.1109/ACII.2013.150
ISBN: 978-0-7695-5048-0
ISSN: 2156-8111
2156-8103
URI: https://digitalcollection.zhaw.ch/handle/11475/15298
Enthalten in den Sammlungen:Publikationen Life Sciences und Facility Management

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