Title :
What do we feel about archetypes: Self-reports and physiological signals
Author :
Huang-Ming Chang ; Ivonin, Leonid ; Diaz, M. ; Catala, A. ; Wei Chen ; Rauterberg, Matthias
Author_Institution :
Dept. Ind. Design, Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
In research on emotion, presenting affective stimuli has been believed to be an effective and reliable technique for emotion elicitation. Instead of collecting stimuli for pre-defined emotions, we propose to develop stimuli based on their symbolic meanings. We adopted archetypal symbolism as a standard to edit eight movie clips of archetypes as a new set of affective stimuli. These stimuli were used in an experiment for emotion elicitation. Participants´ emotional responses toward these stimuli of archetypes were measured by the self-report technique and the physiological measurement. The results of linear discriminant analysis show that physiological measurement is more robust than the self-report techniques in recognizing emotions toward stimuli of archetypes. However, it is still unclear which technique reflects the ground truth of human emotion. We discuss alternative implications of these results, and provide more research questions for future studies on emotion recognition and model development.
Keywords :
biomedical measurement; emotion recognition; medical image processing; physiology; affective stimuli; archetypal symbolism; archetype stimuli; emotion elicitation; emotion recognition; emotional response measurement; model development; physiological measurement; physiological signals; self-report technique; symbolic meanings; Educational institutions; Emotion recognition; Films; Motion pictures; Physiology; Psychology; Standards; Emotion; affective stimuli; archetype; physiological signals; self-reports;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2013 Proceedings of the 21st European
Conference_Location :
Marrakech