Modeling the Personality of Participants During Group Interactions

被引：0
|
作者：
Lepri, Bruno [1 ]
Mana, Nadia [1 ]
Cappelletti, Alessandro [1 ]
Pianesi, Fabio [1 ]
Zancanaro, Massimo [1 ]
机构：
[1] FBK Irst, Povo, Italy
来源：
USER MODELING, ADAPTATION, AND PERSONALIZATION, PROCEEDINGS | 2009年 / 5535卷
关键词：
Personality Modeling; Support Vector Regression; Adaptivity; Group Interactions; BIG; 5;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：114 / 125
页数：12
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