• DocumentCode
    173283
  • Title

    Cultural dimension in emotion recognition for human machine interaction

  • Author

    Quiros-Ramirez, Maria Alejandra ; Onisawa, Takehisa

  • Author_Institution
    Grad. Sch. of Syst. & Inf. Eng., Univ. of Tsukuba, Tsukuba, Japan
  • fYear
    2014
  • fDate
    5-8 Oct. 2014
  • Firstpage
    711
  • Lastpage
    716
  • Abstract
    Human emotion recognition is a multidimensional task. In this paper we study the effect of the cultural dimension in emotion recognition models and their use in human computer interaction. We prepared two experiments to analyze the consequences of disregarding culture in emotion recognition models. The results show that failing to consider the user´s culture while applying emotion recognition techniques in interaction scenarios decreases the system´s performance, making the emotional input meaningless and detrimental to the system and interaction.
  • Keywords
    cultural aspects; emotion recognition; human computer interaction; man-machine systems; cultural dimension; human computer interaction; human emotion recognition; human machine interaction; multidimensional task; system performance; user culture; Cultural differences; Data models; Databases; Educational institutions; Emotion recognition; Glass; System performance; affective computing; cultural awareness; decision making; spontaneous expressions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • Type

    conf

  • DOI
    10.1109/SMC.2014.6973993
  • Filename
    6973993