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A Novel Way of Integrating Rule-Based Knowledge into a Web Ontology Language Framework

机译：将基于规则的知识集成到Web本体语言框架中的新方法

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摘要

Web ontology language (OWL), used in combination with the Protege visual interface, is a modern standard for development and maintenance of ontologies and a powerful tool for knowledge presentation. In this work, we describe a novel possibility to use OWL also for the conceptualization of knowledge presented by a set of rules. In this approach, rules are represented as a hierarchy of actionable classes with necessary and sufficient conditions defined by the description logic formalism. The advantages are that: the set of the rules is not an unordered set anymore, the concepts defined in descriptive ontologies can be used directly in the bodies of rules, and Protege presents an intuitive tool for editing the set of rules. Standard ontology reasoning processes are not applicable in this framework, but experiments conducted on the rule sets have demonstrated that the reasoning problems can be successfully solved.
机译：Web本体语言（OWL）与Protege可视界面结合使用，是用于本体开发和维护的现代标准，也是用于知识表示的强大工具。在这项工作中，我们描述了一种新的可能性，即也可以将OWL用于由一组规则表示的知识的概念化。在这种方法中，规则表示为可操作类的层次结构，具有由描述逻辑形式主义定义的必要条件和充分条件。优点是：规则集不再是无序的集合，描述本体中定义的概念可以直接在规则主体中使用，Protege提供了一种直观的工具来编辑规则集。标准本体推理过程不适用于此框架，但是对规则集进行的实验表明，可以成功解决推理问题。

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