@inbook{c3f7ada4065248f5802a976cc78e21d3,
title = "Automatic modeling of personality states in small group interactions",
abstract = "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 the effectiveness of the selected features in modeling the dynamics of personality states.",
keywords = "Big five traits, Modeling, Modeling dynamics, Personality states",
author = "Jacopo Staiano and Bruno Lepri and Ramanathan Subramanian and Nicu Sebe and Fabio Pianesi",
year = "2011",
month = nov,
day = "28",
doi = "10.1145/2072298.2071920",
language = "English",
isbn = "9781450306164",
series = "MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops",
publisher = "Association for Computing Machinery (ACM)",
pages = "989--992",
editor = "Candan, {K. Sel{\c c}uk} and Sethuraman Panchanathan and Balakrishnan Prabhakaran and Hari Sundaram and Wu-Chi Feng and Nicu Sebe",
booktitle = "MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops",
address = "United States",
note = "19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11 ; Conference date: 28-11-2011 Through 01-12-2011",
}