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
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;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6973993