Dynamics of a computational affective model inspired by D枚rner's PSI theory

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	Dynamics of a computational affective model inspired by D枚rner's PSI theory
	Cai, Zhenhua , ; Goertzel, ; Zhou, Changl ; Zhang, Yongfe ; Jiang, M ; Yu, Gino ; 周昌乐 ; 江敏
刊名	http://dx.doi.org/10.1016/j.cogsys.2011.11.002
	2012
关键词	Computational methods Dynamical systems Knowledge representation
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. 漏 2011 Elsevier B.V.
语种	英语
出版者	Elsevier
内容类型	期刊论文
源URL	[http://dspace.xmu.edu.cn/handle/2288/92786]
专题	信息技术－已发表论文
推荐引用方式 GB/T 7714	Cai, Zhenhua ,,Goertzel,,Zhou, Changl,等. Dynamics of a computational affective model inspired by D枚rner's PSI theory[J]. http://dx.doi.org/10.1016/j.cogsys.2011.11.002,2012.
APA	Cai, Zhenhua ,.,Goertzel,.,Zhou, Changl.,Zhang, Yongfe.,Jiang, M.,...&江敏.(2012).Dynamics of a computational affective model inspired by D枚rner's PSI theory.http://dx.doi.org/10.1016/j.cogsys.2011.11.002.
MLA	Cai, Zhenhua ,,et al."Dynamics of a computational affective model inspired by D枚rner's PSI theory".http://dx.doi.org/10.1016/j.cogsys.2011.11.002 (2012).