CONF
Sanchez-Cortes_ICMI-MLMI2010_2010/IDIAP
Identifying Emergent Leadership in Small Groups using Nonverbal Communicative Cues
Sanchez-Cortes, Dairazalia
Aran, Oya
Schmid Mast, Marianne
Gatica-Perez, Daniel
Emergent leadership
Nonverbal behavior
Speech activity
EXTERNAL
https://publications.idiap.ch/attachments/papers/2011/Sanchez-Cortes_ICMI-MLMI2010_2010.pdf
PUBLIC
Proc. ICMI-MLMI '10 International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Beijing
2010
ACM New York, NY, USA ©2010
November 2010
978-1-4503-0414-6
10.1145/1891903.1891953
doi
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%