A method for automated generation of inference rules

S. Gorshkov
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Abstract

The safety-related decision making support systems requires provability of each proposed decision, which makes OWL-based inference rules a good choice as an inference technology. However, the manual composition of a large amount of inference rules is a complex and resource intensive task. This article offers a method for automation of inference rules construction, based on analysis of the decisions made by the experts in particular situations. The method allows reproducing the logic that lays behind the expert's decisions. The tic-tac-toe game strategy analysis is used to evaluate the method.
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一种自动生成推理规则的方法
安全相关的决策支持系统需要每个决策的可证明性,这使得基于owl的推理规则作为推理技术是一个很好的选择。然而,人工合成大量的推理规则是一项复杂且资源密集的任务。本文提供了一种基于专家在特定情况下做出的决策分析的推理规则构建自动化方法。该方法允许再现专家决策背后的逻辑。采用井字游戏策略分析对该方法进行了评价。
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