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Author Raducanu, Bogdan ♦ Gatica-Perez, Daniel
Source CiteSeerX
Content type Text
File Format PDF
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Nonverbal Role Analysis ♦ Nonverbal Interaction Dynamic ♦ Index Term Social Interaction ♦ Person Role ♦ Corporate Job ♦ Audio Data ♦ Role Analysis ♦ Apprentice Reality Tv Show ♦ Full Season ♦ Nonverbal Cue ♦ Non-verbal Audio Cue ♦ First Case ♦ Spoken Word ♦ Social Interaction Analysis ♦ Second Case ♦ Fired Candidate ♦ Current Study ♦ Compet-itive Meeting ♦ Competitive Meeting
Description In ICASSP
This paper addresses the problem of social interaction analysis in compet-itive meetings, using nonverbal cues. For our study, we made use of ”The Apprentice ” reality TV show, which features a competition for a real, highly paid corporate job. Our analysis is centered around two tasks regarding a person’s role in a meeting: predicting the person with the highest status and predicting the fired candidates. The current study was carried out using non-verbal audio cues. Results obtained from the analysis of a full season of the show, representing around 90 minutes of audio data, are very promising (up to 85.7 % of accuracy in the first case and up to 92.8 % in the second case). Our approach is based only on the nonverbal interaction dynamics during the meeting without relying on the spoken words. Index Terms — Social interaction, competitive meetings, role analysis, nonverbal cues 1.
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study
Learning Resource Type Article
Publisher Date 2009-01-01