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Relationship between personality and gait: Predicting personality with gait features
Sun, JM (Sun, Jiumo)1; Yang, ZX (Yang, Zhixin)2; Li, HL (Li, Hualiang)2; Liu, YZ (Liu, Yuzhong)2; Li, L (Li, Li)2; Zhang, K (Zhang, Kai)2; Chen, M (Chen, Min)2; Wu, PQ (Wu, Peiqi)2; Shen, YL (Shen, Yali)2; Zhu, TS (Zhu, Tingshao)3
2018
通讯作者邮箱sunjm@psych.ac.cn ; tszhu@psych.ac.cn
会议名称IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
会议录名称PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)
页码1227-1231
会议日期DEC 03-06, 2018
会议地点Madrid, SPAIN
摘要

Personality is the unique and stable way of thinking and behavior style that people have. Our study wants to explore the relationship between personality and behavior, especially gait. 179 graduate students participated in our research. First, all participants completed the Eysenck Personality Questionnaire (EPQ). EPQ divides personality into four dimensions: Extraversion/Introversion (E), Neuroticism/Stability (N), Psychoticism/Socialization (P) and Lie/Social Desirability (L). When the participants were asked walking for two minutes on a red carpet, we used Kinect to obtain the behavior data of the participants as the original data, and performed preprocessing such as denoising and coordinate translation on the original data. Then find the gait features that affect personality through regression analysis. We found that gait features can explain the N dimension to a very high degree, interpret the E and P dimensions to a relatively high degree, and interpret the L dimension to a moderate extent. The results show that gait can predict personality to a certain extent. Our study provides a new complement to the measurement of personality.

关键词gait feature Kinect machine learning personality
DOI10.1109/BIBM.2018.8621300
引用统计
文献类型会议论文
条目标识符https://ir.psych.ac.cn/handle/311026/30030
专题社会与工程心理学研究室
作者单位1.Department of Psychology, Institute of Psychology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China
2.Electric Power Research Institute, Guangdong Power Grid Corporation, Guangzhou, China
3.Institute of Psychology, Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Sun, JM ,Yang, ZX ,Li, HL ,et al. Relationship between personality and gait: Predicting personality with gait features[C],2018:1227-1231.
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