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
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