• DocumentCode
    652729
  • Title

    Food and Mood: Just-in-Time Support for Emotional Eating

  • Author

    Carroll, Erin A. ; Czerwinski, Michal ; Roseway, Asta ; Kapoor, Ajay ; Johns, Paul ; Rowan, Kael ; Schraefel, M.C.

  • Author_Institution
    Comput. Sci., Univ. of Rochester, Rochester, NY, USA
  • fYear
    2013
  • fDate
    2-5 Sept. 2013
  • Firstpage
    252
  • Lastpage
    257
  • Abstract
    Behavior modification in health is difficult, as habitual behaviors are extremely well-learned, by definition. This research is focused on building a persuasive system for behavior modification around emotional eating. In this paper, we make strides towards building a just-in-time support system for emotional eating in three user studies. The first two studies involved participants using a custom mobile phone application for tracking emotions, food, and receiving interventions. We found lots of individual differences in emotional eating behaviors and that most participants wanted personalized interventions, rather than a pre-determined intervention. Finally, we also designed a novel, wearable sensor system for detecting emotions using a machine learning approach. This system consisted of physiological sensors which were placed into women´s brassieres. We tested the sensing system and found positive results for emotion detection in this mobile, wearable system.
  • Keywords
    behavioural sciences computing; computerised instrumentation; emotion recognition; health care; human computer interaction; human factors; learning (artificial intelligence); mobile computing; physiology; wearable computers; behavior modification; custom mobile phone application; emotion detection; emotional eating; emotional eating behaviors; habitual behaviors; just-in-time support system; machine learning approach; personalized interventions; persuasive system; physiological sensors; wearable sensor system; Biomedical monitoring; Electrocardiography; Mobile communication; Mobile handsets; Sensor systems; Stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Affective Computing and Intelligent Interaction (ACII), 2013 Humaine Association Conference on
  • Conference_Location
    Geneva
  • ISSN
    2156-8103
  • Type

    conf

  • DOI
    10.1109/ACII.2013.48
  • Filename
    6681439