DocumentCode
2937573
Title
Computer-mediated emotional regulation: Detection of emotional changes using non-parametric cumulative sum
Author
Leon, Enrique ; Montalban, Iraitz ; Schlatter, Sarah ; Dorronsoro, Iñigo
Author_Institution
Fatronik-Tecnalia, San Sebastian, Spain
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
1109
Lastpage
1112
Abstract
It has been demonstrated that negative emotions have adverse effects on the immune system of a person. This contributes to increased morbidity and mortality in the elderly population and has a direct impact on quality of life. Positive emotions on the other hand may not only undo the harmful effects of negative emotions but also protect against certain diseases. Hence the use of technology to facilitate emotional regulation that reduces negative emotions may be a good way to promote self-care and support well-being. In this paper we present the early design stages of an emotion detection system that aims to support remote support and self-regulation in situations of intense emotional distress. We provide evidence of the suitability of non-parametric cumulative sum (CUSUM) to indentify emotional changes from neutral to non-neutral and vice versa in real time.
Keywords
emotion recognition; geriatrics; medical computing; medical signal detection; psychology; telemedicine; CUSUM; computer-mediated emotional regulation; elderly population; emotional changes detection; immune system; intense emotional distress; morbidity; mortality; negative emotions; nonparametric cumulative sum; positive emotions; quality of life; remote support; self care; self-regulation; Biomedical monitoring; Classification algorithms; Diseases; Emotion recognition; Immune system; Real time systems; Stress; Algorithms; Biofeedback, Psychology; Emotions; Feedback, Physiological; Humans; Monitoring, Physiologic;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5627089
Filename
5627089
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