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
Link To Document