Identifying Emergent Leadership in Small Groups using Nonverbal Communicative Cues
| Type of publication: | Conference paper |
| Citation: | Sanchez-Cortes_ICMI-MLMI2010_2010 |
| Booktitle: | Proc. ICMI-MLMI '10 International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction |
| Year: | 2010 |
| Month: | 11 |
| Publisher: | ACM New York, NY, USA ©2010 |
| Location: | Beijing |
| ISBN: | 978-1-4503-0414-6 |
| DOI: | 10.1145/1891903.1891953 |
| Abstract: | This paper addresses firstly an analysis on how an emergent leader is perceived in newly formed small-groups, and secondly, explore correlations between perception of leadership and automatically extracted nonverbal communicative cues. We hypothesize that the difference in individual nonverbal features between emergent leaders and non-emergent leaders is significant and measurable using speech activity. Our results on a new interaction corpus show that such an approach is promising, identifying the emergent leader with an accuracy of up to 80% |
| Keywords: | Emergent leadership, Nonverbal behavior, Speech activity |
| Projects |
Idiap SONVB NOVICOM |
| Authors | |
| Added by: | [UNK] |
| Total mark: | 0 |
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