Affect Pattern Recognition: Using Discrete Hidden Markov Models for Discriminate Distressed from Nondistressed Couples.
Self-report affect sequences generated during a conversation between spouses were used to illustrate how Hidden Markov Model (HMM) methodology can classify couples according to marital quality. This pattern recognition technique allows an investigator to characterize processes that generate observab...
| Publicado en: | Marriage & Family Review Vol. 34; no. 1/2; pp. 139 - 165 |
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| Formato: | Artículo |
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Taylor & Francis Ltd
2002
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=10130185&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 10130185 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 01494929 MFR jtl: Marriage & Family Review issn: 01494929 maglogo: N pubinfo: dt: 2002 vid: 34 iid: 1/2 pid: 377 pub: Taylor & Francis Ltd artinfo: ui: 10130185 10.1300/J002v34n01_07 ppf: 139 ppct: 26 formats: tig: atl: Affect Pattern Recognition: Using Discrete Hidden Markov Models for Discriminate Distressed from Nondistressed Couples. aug: au: Griffin, William A. su: Affect (Psychology) Pattern perception Marriage sug: subj: Affect (Psychology) Pattern perception Marriage ab: Self-report affect sequences generated during a conversation between spouses were used to illustrate how Hidden Markov Model (HMM) methodology can classify couples according to marital quality. This pattern recognition technique allows an investigator to characterize processes that generate observable phenomena—in these data, expressed affect. I introduce the conceptual foundations and, briefly, the methodology of HMM and discuss its potential use in social and behavioral research. To illustrate the potential value of this method, I show how sequences of self-reported affect, derived in real-time during a laboratory interaction between 30 married partners, can successfully discriminate between distressed and nondistressed marital relationships. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2002 holdings: @attributes: islocal: N |
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