Emotion: A Unified Mechanistic Interpretation from a Cognitive Architecture

Emotion: A Unified Mechanistic Interpretation from a Cognitive Architecture
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DOI:
10.1007/s12559-015-9374-4
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发表时间:
2016-02
影响因子:
5.4
通讯作者:
R. Sun;Nicholas R. Wilson;M. Lynch
R. Sun;Nicholas R. Wilson;M. Lynch
中科院分区:
计算机科学2区
文献类型:
--
作者:
R. Sun;Nicholas R. Wilson;M. Lynch

文献摘要

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本文回顾了一个项目,该项目试图从机械的角度解释情感这一复杂且多方面的现象,并由现有的综合计算认知架构 CLARION 推动。这种认知架构由许多子系统组成:以行动为中心的子系统、非以行动为中心的子系统、动机子系统和元认知子系统。从这个角度来看,情感首先是基于动机的。它也是以行动为导向的。它涉及这些子系统内的许多其他可识别的认知功能。基于这些功能,我们在 CLARION 框架内以机械方式(计算方式)将各个部分组合在一起,并捕获文献中记录的情感的各种重要方面。
This paper reviews a project that attempts to interpret emotion, a complex and multifaceted phenomenon, from a mechanistic point of view, facilitated by an existing comprehensive computational cognitive architecture—CLARION. This cognitive architecture consists of a number of subsystems: the action-centered, non-action-centered, motivational, and metacognitive subsystems. From this perspective, emotion is, first and foremost, motivationally based. It is also action-oriented. It involves many other identifiable cognitive functionalities within these subsystems. Based on these functionalities, we fit the pieces together mechanistically (computationally) within the CLARION framework and capture a variety of important aspects of emotion as documented in the literature.