000192623 520__ $$adentifying emergent leaders in organizations is a key issue in organizational behavioral research  and a new problem in social computing This paper presents an analysis on how an emergent leader is perceived in newly formed  small groups  and then tackles the task of automatically inferring emergent leaders  using a variety of communicative nonverbal cues extracted from audio and video channels