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
Link To Document :
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