In this paper we target the automatic prediction of two personality traits, Extraversion and Locus of Control, in a meeting scenario using visual and acoustic features. We designed our task as a regression one where the goal is to predict the personality traits‟ scores obtained by the meeting participants. Support Vector Regression is applied to thin slices of behavior, in the form of 1-minute sequences.
Modelling the Personality of Participants during Group Interactions
Lepri, Bruno;Mana, Nadia;Cappelletti, Alessandro;Pianesi, Fabio;Zancanaro, Massimo
2009-01-01
Abstract
In this paper we target the automatic prediction of two personality traits, Extraversion and Locus of Control, in a meeting scenario using visual and acoustic features. We designed our task as a regression one where the goal is to predict the personality traits‟ scores obtained by the meeting participants. Support Vector Regression is applied to thin slices of behavior, in the form of 1-minute sequences.File in questo prodotto:
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