Computer-mediated emotional regulation: Detection of emotional changes using non-parametric cumulative sum

Simple item page
dc.contributor.authorLeon, Enrique
dc.contributor.authorMontalban, Iraitz
dc.contributor.authorSchlatter, Sarah
dc.contributor.authorDorronsoro, Iñigo
dc.contributor.institutionTecnalia Research & Innovation
dc.date.accessioned2024-07-24T11:54:09Z
dc.date.available2024-07-24T11:54:09Z
dc.date.issued2010
dc.description.abstractIt 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.en
dc.description.statusPeer reviewed
dc.format.extent4
dc.identifier.citationLeon , E , Montalban , I , Schlatter , S & Dorronsoro , I 2010 , Computer-mediated emotional regulation : Detection of emotional changes using non-parametric cumulative sum . in 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 . , 5627089 , 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 , pp. 1109-1112 , 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 , Buenos Aires , Argentina , 31/08/10 . https://doi.org/10.1109/IEMBS.2010.5627089
dc.identifier.citationconference
dc.identifier.doi10.1109/IEMBS.2010.5627089
dc.identifier.isbn9781424441235
dc.identifier.urihttps://hdl.handle.net/11556/2372
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=78650817690&partnerID=8YFLogxK
dc.language.isoeng
dc.relation.ispartof2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
dc.relation.ispartofseries2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordsBiomedical Engineering
dc.subject.keywordsComputer Vision and Pattern Recognition
dc.subject.keywordsSignal Processing
dc.subject.keywordsHealth Informatics
dc.titleComputer-mediated emotional regulation: Detection of emotional changes using non-parametric cumulative sumen
dc.typeconference output
Files