• DocumentCode
    2527624
  • Title

    Towards an Algebraic Modeling of Emotional States

  • Author

    Meftah, Imen Tayari ; Nhan Le Thanh ; Ben Amar, Chokri

  • Author_Institution
    I3S Lab., Univ. of Nice Sophia Antipolis, Nice, France
  • fYear
    2010
  • fDate
    9-15 May 2010
  • Firstpage
    513
  • Lastpage
    518
  • Abstract
    In this study, we present a new vision of modeling emotional states. Indeed, the proposed model is different from traditional approaches like ontological representation. It is based on an algebraic representation of emotions. We represent every emotion as a vector in a space of 8 dimensions where every axis represents a basic emotion. This multidimensional model provides to represent infinity of emotion and provides powerful mathematical tools for the analysis and the processing of these emotions. Therefore, our model permits to model not only the basic emotions (e.g., anger, sadness, fear) but also different types of complex emotions like simulated and masked emotions. Moreover, it permits the exchange of emotional states between heterogeneous applications regardless to the modalities and sensors used in the detection step.
  • Keywords
    algebra; emotion recognition; algebraic representation; emotional states algebraic modeling; masked emotions; ontological representation; powerful mathematical tools; Computational modeling; Emotion recognition; H infinity control; Laboratories; Mathematical model; Multidimensional systems; Natural languages; Ontologies; Psychology; Web and internet services; algebraic representation; emotional exchanges; modeling emotional states; multidimensional space;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Internet and Web Applications and Services (ICIW), 2010 Fifth International Conference on
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-6728-0
  • Type

    conf

  • DOI
    10.1109/ICIW.2010.82
  • Filename
    5476489