• 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