TY - GEN
T1 - Fundamental deliberation on exploring mental health through social interaction pattern
AU - Ono, Eisuke
AU - Nozawa, Takayuki
AU - Ogata, Taiki
AU - Motohashi, Masanari
AU - Higo, Naoki
AU - Kobayashi, Tetsuro
AU - Ishikawa, Kunihiro
AU - Ara, Koji
AU - Yano, Kazuo
AU - Miyake, Yoshihiro
PY - 2012/10/24
Y1 - 2012/10/24
N2 - 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.
AB - 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.
KW - Data mining
KW - Face-to-face interaction
KW - Mental health
KW - Social interaction
KW - Social network analysis
UR - http://www.scopus.com/inward/record.url?scp=84867637251&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867637251&partnerID=8YFLogxK
U2 - 10.1109/ICCME.2012.6275728
DO - 10.1109/ICCME.2012.6275728
M3 - Conference contribution
AN - SCOPUS:84867637251
SN - 9781467316163
T3 - 2012 ICME International Conference on Complex Medical Engineering, CME 2012 Proceedings
SP - 321
EP - 326
BT - 2012 ICME International Conference on Complex Medical Engineering, CME 2012 Proceedings
T2 - 6th International Conference on Complex Medical Engineering, CME 2012
Y2 - 1 July 2012 through 4 July 2012
ER -
