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
Link To Document :
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