DocumentCode
2625791
Title
Assessing the validity of appraisal-based models of emotion
Author
Gratch, Jonathan ; Marsella, Stacy ; Wang, Ning ; Stankovic, Brooke
Author_Institution
Univ. of Southern California, Marina del Rey, CA, USA
fYear
2009
fDate
10-12 Sept. 2009
Firstpage
1
Lastpage
8
Abstract
We describe an empirical study comparing the accuracy of competing computational models of emotion in predicting human emotional responses in naturalistic emotion-eliciting situations. The results find clear differences in models´ ability to forecast human emotional responses, and provide guidance on how to develop more accurate models of human emotion.
Keywords
artificial intelligence; behavioural sciences; human factors; appraisal-based models; human emotional responses; naturalistic emotion-eliciting situations; Appraisal; Biological system modeling; Cognition; Computational modeling; Decision making; Economic forecasting; Game theory; Humans; Intelligent robots; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference on
Conference_Location
Amsterdam
Print_ISBN
978-1-4244-4800-5
Electronic_ISBN
978-1-4244-4799-2
Type
conf
DOI
10.1109/ACII.2009.5349443
Filename
5349443
Link To Document