Toward Computational Model of Emotion from Individual Difference in Perceiving Facial Expressions

• Published in: Psychological studies Vol. 63; no. 3; pp. 266 - 275
• Main Authors: Gupta, Shakuntala, Biswal, Ramakrishna, Gupta, Supratim
• Format: Journal Article
• Language: English
• Published: New Delhi Springer India 01.09.2018; Springer Nature B.V
• Subjects: Behavioral Science and Psychology; Culture; Decision making; Emotions; General Psychology; Human subjects; Perceptions; Personality and Social Psychology; Psychology; Research in Progress; Variables; Appraisal variable; Facial expressions; Computational model; Kernel density estimation; Emotion perception

We propose a computational model for identifying emotional state of a facial expression from appraisal scores given by human observers utilizing their differences in perception. The appraisal model of human emotion is adopted as the basis of this evaluation process with appraisal variables as output...