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
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;
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
DOI :
10.1109/ACII.2009.5349443
