Automatic modeling of personality states in small group interactions

@inproceedings{Staiano2011AutomaticMO,
  title={Automatic modeling of personality states in small group interactions},
  author={Jacopo Staiano and Bruno Lepri and Subramanian Ramanathan and Nicu Sebe and Fabio Pianesi},
  booktitle={ACM Multimedia},
  year={2011}
}
In this paper, we target the automatic recognition of personality states in a meeting scenario employing visual and acoustic features. The social psychology literature has coined the name personality state to refer to a specific behavioral episode wherein a person behaves as more or less introvert/extrovert, neurotic or open to experience, etc. Personality traits can then be reconstructed as density distributions over personality states. Different machine learning approaches were used to test… CONTINUE READING
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