DocumentCode
3071083
Title
Fundamental deliberation on exploring mental health through social interaction pattern
Author
Ono, Eisuke ; Nozawa, Takayuki ; Ogata, Taiki ; Motohashi, Masanari ; Higo, Naoki ; Kobayashi, Tetsuro ; Ishikawa, Kunihiro ; Ara, Koji ; Yano, Kazuo ; Miyake, Yoshihiro
Author_Institution
Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
fYear
2012
fDate
1-4 July 2012
Firstpage
321
Lastpage
326
Abstract
In order to clarify the relationship between human social interaction and mental health, we measured face-to-face communication pattern for a few months and conducted a questionnaire on mental health in two organizations in real world. Face-to-face interaction data were measured using wearable sensing system in two organizations in Japan. We extracted some feature values from those two kind data and investigated correlation between them. In this study, we reconsidered social network centrality which means the connection strength between people. We classified the group size of simultaneous interaction and duration of interaction. As results, we found that these factors affected the correlation coefficients between face-to-face interaction and degree of stress.
Keywords
neurophysiology; psychology; social sciences; Japan; correlation coefficients; face-to-face communication pattern; feature extraction; human social interaction pattern; mental health; questionnaire; social network centrality; Atmospheric measurements; Particle measurements; Psychology; Data mining; Face-to-face interaction; Mental health; Social interaction; Social network analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex Medical Engineering (CME), 2012 ICME International Conference on
Conference_Location
Kobe
Print_ISBN
978-1-4673-1617-0
Type
conf
DOI
10.1109/ICCME.2012.6275728
Filename
6275728
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