• DocumentCode
    36723
  • Title

    Directing Physiology and Mood through Music: Validation of an Affective Music Player

  • Author

    van der Zwaag, M.D. ; Janssen, Joris H. ; Westerink, Joyce H. D. M.

  • Author_Institution
    Brain, Body, & Behavior Dept., Philips Res., Eindhoven, Netherlands
  • Volume
    4
  • Issue
    1
  • fYear
    2013
  • fDate
    Jan.-March 2013
  • Firstpage
    57
  • Lastpage
    68
  • Abstract
    Music is important in everyday life, as it provides entertainment and influences our moods. As music is widely available, it is becoming increasingly difficult to select songs to suit our mood. An affective music player can remove this obstacle by taking a desired mood as input and then selecting songs that direct toward that desired mood. In the present study, we validate the concept of an affective music player directing the energy dimension of mood. User models were trained for 10 participants based on skin conductance changes to songs from their own music database. Based on the resulting user models, the songs that most increased or decreased the skin conductance level of the participants were selected to induce either a relatively energized or a calm mood. Experiments were conducted in a real-world office setting. The results showed that a reliable prediction can be made of the impact of a song on skin conductance, that skin conductance and mood can be directed toward an energized or calm state and that skin conductance remains in these states for at least 30 minutes. All in all, this study shows that the concept and models of the affective music player worked in an ecologically valid setting, suggesting the feasibility of using physiological responses in real-life affective computing applications.
  • Keywords
    musical instruments; physiology; calm mood; directing physiology; energy dimension; mood; music database; music player; physiological responses; real-world office setting; skin conductance; skin conductance level; user models; Biological system modeling; Heart rate; Music; Physiology; Skin conductance levels; Temperature sensors; Affective music player; Biological system modeling; Heart rate; Music; Physiology; Skin conductance levels; Temperature sensors; mood; music; physiology; skin conductance; skin temperature;
  • fLanguage
    English
  • Journal_Title
    Affective Computing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3045
  • Type

    jour

  • DOI
    10.1109/T-AFFC.2012.28
  • Filename
    6290315