Title: Annotation and classification of changes of involvement in group conversation
Authors : Böck, Ronald
Glüge, Stefan
Siegert, Ingo
Wendemuth, Andreas
Proceedings: Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013
Pages : 803
Pages to: 808
Conference details: ACII 2013 Humaine Association Conference, Geneva, 2 - 5 September 2013
Publisher / Ed. Institution : IEEE Institute of Electrical and Electronics Engineers
Issue Date: 2013
License (according to publishing contract) : Licence according to publishing contract
Type of review: Not specified
Language : English
Subjects : Involvement; Group conversation; Annotation of involvment; Automatic involvment detection
Subject (DDC) : 004: Computer science
302: Social interaction
Abstract: 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 and Facility Management
Organisational Unit: Institute of Applied Simulation (IAS)
Publication type: Conference 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
Appears in Collections:Publikationen Life Sciences und Facility Management

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