DocumentCode
2628752
Title
Assessing the validity of a computational model of emotional coping
Author
Marsella, Stacy ; Gratch, Jonathan ; 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
In this paper we describe the results of a rigorous empirical study evaluating the coping responses of a computational model of emotion. We discuss three key kinds of coping, Wishful Thinking, Resignation and Distancing that impact an agent´s beliefs, intentions and desires, and compare these coping responses to related work in the attitude change literature. We discuss the EMA computational model of emotion and identify several hypotheses it makes concerning these coping processes. We assess these hypotheses against the behavior of human subjects playing a competitive board game, using monetary gains and losses to induce emotion and coping. Subject´s appraisals, emotional state and coping responses were indexed at key points throughout a game, revealing a pattern of subject´s al-tering their beliefs, desires and intentions as the game unfolds. The results clearly support several of the hypotheses on coping responses but also identify (a) extensions to how EMA models Wishful Thinking as well as (b) individual differences in subject´s coping responses.
Keywords
behavioural sciences computing; cognition; competitive board game; coping responses; distancing; emotion computational model; emotional coping; emotional state; monetary gains; resignation; wishful thinking; Appraisal; Cognition; Computational modeling; Decision making; Economic forecasting; Game theory; Humans; Intelligent robots; Predictive models; Psychology;
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.2009.5349584
Filename
5349584
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