Caroll, Erin, Czerwinski, Mary, Roseway, Asta and schraefel, m.c.
Food and Mood: Just-in-Time Support for Emotional Eating
At ACII '13 Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, Switzerland.
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.
Conference or Workshop Item
|Venue - Dates:
||ACII '13 Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, Switzerland, 2013-09-02
||Agents, Interactions & Complexity
|2 September 2013||Published|
||05 Dec 2013 14:54
||17 Apr 2017 14:32
|Further Information:||Google Scholar|
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