• 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