• DocumentCode
    2073391
  • Title

    An emotion elicitation metric for the Valence/Arousal and six basic emotions affective models: A comparative study

  • Author

    Petrantonakis, Panagiotis C. ; Hadjileontiadis, Leontios J.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
  • fYear
    2010
  • fDate
    3-5 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this work, a comparison between two different emotion elicitation procedures, the Mirror Neuron System (MNS)-based one, which refers to the affective model of the six basic emotions, and Valence/Arousal-based one, is attempted with regard to their ability to evoke human emotions. Towards that the mutual information between left and right frontal brain hemispheres was exploited in order to define a metric for their reliability. EEG recordings from 16 subjects were captured and the concluding results showed a relative superiority of the MNS-based emotion elicitation technique in contrast with the Valence/Arousal-based one.
  • Keywords
    behavioural sciences; electroencephalography; emotion recognition; medical signal processing; neurophysiology; physiological models; EEG recordings; emotion elicitation metric; emotion elicitation procedures; emotions affective models; human emotions; left frontal brain hemisphere; mirror neuron system; mutual information; right frontal brain hemisphere; valence-arousal emotion elicitation; Analysis of variance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
  • Conference_Location
    Corfu
  • Print_ISBN
    978-1-4244-6559-0
  • Type

    conf

  • DOI
    10.1109/ITAB.2010.5687675
  • Filename
    5687675