Computational Analysis of the Impacts of Emotion on Learning in a Social Context

被引:1
|
作者
Treur, Jan [1 ]
van Wissen, Arlette [1 ]
机构
[1] Vrije Univ Amsterdam, Agent Syst Res Grp, Amsterdam, Netherlands
关键词
Social simulation; learning; emotion contagion; DECISION-MAKING; PREFRONTAL CORTEX; AMYGDALA; NEUROSCIENCE; PREDICTION; AWARENESS;
D O I
10.1109/WI-IAT.2012.253
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper addresses how affective states and social interactions can strengthen learning processes. Using recent insights from Cognitive, Affective and Social Neuroscience it provides a computational model of learning processes, integrating mechanisms for the impact of a person's own emotions on these processes, as well as for the impact of emotions of others. By means of simulation experiments it is shown how these impacts strengthen the learning process. Based on these insights, and the presented computational model, support is provided for designing and testing (in silico) learning environments that enable and promote these impacts.
引用
收藏
页码:417 / 424
页数:8
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