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	Dynamics of a computational affective model inspired by Dorner's PSI theory
	Cai, Zhenhua ; Goertzel, Ben ; Zhou, Changle ; Zhou CL(周昌乐) ; Zhang, Yongfeng ; Jiang, Min ; Yu, Gino
	2012-07
关键词	Emotion modeling PSI theory Dynamic systems
英文摘要	The PSI theory of Dietrich Dorner touches a number of questions, especially about knowledge representation, perception and bounded rationality. However, since it is formulated within psychology, it has relatively little impact on the discussion of emotion modeling within computer science. This paper introduces a computational model for emotion generation and function by formalizing part of Doner's PSI theory. We also borrowed some technical ideas from MicroPSI, one of the concrete implementations of PSI theory by Joscha Bach. Based on this computational model, a number of simulation experiments have been performed and evaluated. The experimental results show that the emotions of agents controlled by our proposed model can emerge from the interaction between the agents and the environment. Then the dynamics of this computational model are studied using Lewis's dynamic theory of emotions. We successfully found hints of phase transitions in the emotional changes, including trigger, self-amplification and self-stabilization phases, as suggested by Lewis. Based on these simulation results, we argue that this computational model is a quite promising approach of modeling both emotion emergence and dynamics. (C) 2011 Elsevier B.V. All rights reserved.; National Natural Science Foundation of China [61003014/F020101]; Ph.D. Programs Foundation of Ministry of Education of China [20100121120021]; Natural Science Foundation of Fujian Province [2010J05142]; Hong Kong ITF
语种	英语
出版者	ELSEVIER SCIENCE BV
内容类型	期刊论文
源URL	[http://dx.doi.org/10.1016/j.cogsys.2011.11.002]
专题	建筑土木－已发表论文
推荐引用方式 GB/T 7714	Cai, Zhenhua,Goertzel, Ben,Zhou, Changle,et al. Dynamics of a computational affective model inspired by Dorner's PSI theory[J],2012.
APA	Cai, Zhenhua.,Goertzel, Ben.,Zhou, Changle.,周昌乐.,Zhang, Yongfeng.,...&Yu, Gino.(2012).Dynamics of a computational affective model inspired by Dorner's PSI theory..
MLA	Cai, Zhenhua,et al."Dynamics of a computational affective model inspired by Dorner's PSI theory".(2012).

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