| Publication type: | Conference paper |
| Type of review: | Not specified |
| Title: | Annotation and classification of changes of involvement in group conversation |
| Authors: | Böck, Ronald Glüge, Stefan Siegert, Ingo Wendemuth, Andreas |
| DOI: | 10.1109/ACII.2013.150 |
| Proceedings: | Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013 |
| Page(s): | 803 |
| Pages to: | 808 |
| Conference details: | ACII 2013 Humaine Association Conference, Geneva, 2-5 September 2013 |
| Issue Date: | 2013 |
| Publisher / Ed. Institution: | IEEE Institute of Electrical and Electronics Engineers |
| ISBN: | 978-0-7695-5048-0 |
| ISSN: | 2156-8111 2156-8103 |
| 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. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/15298 |
| Fulltext version: | Published version |
| License (according to publishing contract): | Licence according to publishing contract |
| Departement: | Life Sciences and Facility Management |
| Organisational Unit: | Institute of Computational Life Sciences (ICLS) |
| Appears in collections: | Publikationen Life Sciences und Facility Management |
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Böck, R., Glüge, S., Siegert, I., & Wendemuth, A. (2013). Annotation and classification of changes of involvement in group conversation [Conference paper]. Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013, 803–808. https://doi.org/10.1109/ACII.2013.150
Böck, R. et al. (2013) ‘Annotation and classification of changes of involvement in group conversation’, in Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013. IEEE Institute of Electrical and Electronics Engineers, pp. 803–808. Available at: https://doi.org/10.1109/ACII.2013.150.
R. Böck, S. Glüge, I. Siegert, and A. Wendemuth, “Annotation and classification of changes of involvement in group conversation,” in Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013, 2013, pp. 803–808. doi: 10.1109/ACII.2013.150.
BÖCK, Ronald, Stefan GLÜGE, Ingo SIEGERT und Andreas WENDEMUTH, 2013. Annotation and classification of changes of involvement in group conversation. In: Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013. Conference paper. IEEE Institute of Electrical and Electronics Engineers. 2013. S. 803–808. ISBN 978-0-7695-5048-0
Böck, Ronald, Stefan Glüge, Ingo Siegert, and Andreas Wendemuth. 2013. “Annotation and Classification of Changes of Involvement in Group Conversation.” Conference paper. In Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013, 803–8. IEEE Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ACII.2013.150.
Böck, Ronald, et al. “Annotation and Classification of Changes of Involvement in Group Conversation.” Proceedings : 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction - ACII 2013, IEEE Institute of Electrical and Electronics Engineers, 2013, pp. 803–8, https://doi.org/10.1109/ACII.2013.150.
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