Emotion modeling in autonomic computing

Donglei Zhang, Yu Pan, Zhongzhi Shi
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引用次数: 2

Abstract

Autonomic unit is the essential element and the most basic component of autonomic systems. Having the ability of handling emotions is considered to make autonomic unit more intelligent, more communicative and more social. In this article we try to build an emotion model for agents that act as autonomic units in autonomic systems and can self-manage its behavior to achieve the best performance. From four levels we define four models progressively and the top-level model is defined on the foundation of the three below, combining them as a unity. By given arousing axioms theoretically of several typical emotions, the model is proved to be effective for reasoning emotions of autonomic unit, and can be easily extended for dealing with other type of emotions. On this base an architecture of emotional autonomic unit is described. An example shows that emotion plays an important role in intelligent decision making, which proves the validity of the model and the special function in practice.
自主计算中的情感建模
自主单元是自主系统的基本要素和最基本的组成部分。具有处理情绪的能力被认为使自主单元更聪明,更善于沟通,更善于社交。在本文中,我们试图建立一个情感模型,agent作为自主系统中的自主单元,可以自我管理其行为以达到最佳性能。我们从四个层次逐步定义了四个模型,顶层模型是在下面三个模型的基础上定义的,将它们结合为一个整体。通过在理论上给出几种典型情绪的激发公理,证明了该模型对自主单元的情绪推理是有效的,并且可以很容易地推广到处理其他类型的情绪。在此基础上,描述了情绪自主单元的结构。实例表明,情感在智能决策中起着重要的作用,证明了该模型的有效性和在实践中的特殊功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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