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@INPROCEEDINGS{Sanchez-Cortes_ICMI-MLMI2010_2010,
         author = {Sanchez-Cortes, Dairazalia and Aran, Oya and Schmid Mast, Marianne and Gatica-Perez, Daniel},
       keywords = {Emergent leadership, Nonverbal behavior, Speech activity},
       projects = {Idiap, SONVB, NOVICOM},
          month = {11},
          title = {Identifying Emergent Leadership in Small Groups using Nonverbal Communicative Cues},
      booktitle = {Proc. ICMI-MLMI '10 International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction},
           year = {2010},
      publisher = {ACM New York, NY, USA {\textcopyright}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\%},
            pdf = {https://publications.idiap.ch/attachments/papers/2011/Sanchez-Cortes_ICMI-MLMI2010_2010.pdf}
}