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An approach towards the verification of hybrid rule/frame-based expert systems using coloured Petri nets

机译:一种使用有色Petri网验证混合规则/基于框架的专家系统的方法

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High level Petri nets have recently been used for many AI applications, particularly for modelling traditional rule-based expert systems. The major effect is to facilitate the analysis of the knowledge inference during the reasoning process, and to support the system verification which increasingly becomes an integral part of expert system development. Nevertheless, there is not much attention being put on systems other than the traditional ones. In this paper, we described an approach to model hybrid (rule- and frame-based) expert systems using coloured Petri nets and the concept of controlled state tokens. The analysis of the proposed model is by constructing and examining the readability tree spanned using the knowledge inference. Such methodology has an implication for supporting the verification process in hybrid systems.
机译:高级Petri网最近已用于许多AI应用程序,尤其是用于建模基于规则的传统专家系统。主要作用是在推理过程中促进对知识推理的分析,并支持系统验证,该验证逐渐成为专家系统开发的组成部分。但是,除了传统系统以外,对其他系统的关注并不多。在本文中,我们描述了一种使用彩色Petri网和受控状态标记的概念对混合(基于规则和基于帧的)专家系统进行建模的方法。对所提出模型的分析是通过构造和检查使用知识推断生成的可读性树。这种方法具有支持混合系统中验证过程的意义。

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