• DocumentCode
    2623760
  • Title

    Same or different? Recollection of or empathizing with an emotional event from the perspective of appraisal models

  • Author

    De Vries, Gert Jan ; Lemmens, Paul ; Brokken, Dirk

  • Author_Institution
    Philips Res. Eur., Eindhoven, Netherlands
  • fYear
    2009
  • fDate
    10-12 Sept. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The same stimulus can evoke different emotions for different individuals. Incorporating personalized construal of stimuli is how appraisal models differ from dimensional models of emotion. Scherer formulated a model of the cognitive antecedents of emotions and analyzed recollections of events and emotions that his participants provided. In the present study, we were interested whether Scherer´s appraisal model also applies to a situation in which participants have to empathize with a photo by building a story around the event depicted. Our results show that recollecting a personal emotional event and empathizing with a photo seem to be similar processes. Results of machine-learning techniques, however, show lacking performance of classifications to express discrete emotion labels in terms of appraisal data.
  • Keywords
    cognition; emotion recognition; image classification; learning (artificial intelligence); appraisal model; cognitive antecedent; emotion classification; emotional event; event recollection; machine learning; photo; Appraisal; Cognition; Computational modeling; Context modeling; Data analysis; Displays; Europe; Predictive models; Principal component analysis; Prototypes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference on
  • Conference_Location
    Amsterdam
  • Print_ISBN
    978-1-4244-4800-5
  • Electronic_ISBN
    978-1-4244-4799-2
  • Type

    conf

  • DOI
    10.1109/ACII.2009.5349337
  • Filename
    5349337