Conversational Involvement and Synchronous Nonverbal Behaviour
2012 (English)In: Cognitive Behavioural Systems: COST 2102 International Training School, Dresden, Germany, February 21-26, 2011, Revised Selected Papers / [ed] Anna Esposito, Antonietta M. Esposito, Alessandro Vinciarelli, Rüdiger Hoffmann, Vincent C. Müller, Springer Berlin/Heidelberg, 2012, 343-352 p.Conference paper (Refereed)
Measuring the quality of an interaction by means of low-level cues has been the topic of many studies in the last couple of years. In this study we propose a novel method for conversation-quality-assessment. We first test whether manual ratings of conversational involvement and automatic estimation of synchronisation of facial activity are correlated. We hypothesise that the higher the synchrony the higher the involvement. We compare two different synchronisation measures. The first measure is defined as the similarity of facial activity at a given point in time. The second is based on dependence analyses between the facial activity time series of two interlocutors. We found that dependence measure correlates more with conversational involvement than similarity measure.
Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2012. 343-352 p.
, Lecture Notes in Computer Science, ISSN 0302-9743 ; 7403
facial activity, involvement, nonverbal behaviour, synchronisation, windowed cross-lagged regression
Computer Science Language Technology (Computational Linguistics)
IdentifiersURN: urn:nbn:se:kth:diva-109392DOI: 10.1007/978-3-642-34584-5_30ScopusID: 2-s2.0-84870363970ISBN: 978-364234583-8OAI: oai:DiVA.org:kth-109392DiVA: diva2:581716
International Training School on Cognitive Behavioural Systems, COST 2102; Dresden; 21 February 2011 through 26 February 2011
QC 201301152013-01-022013-01-022013-09-02Bibliographically approved