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    面向语义Web的领域本体表示、推理与集成研究

    Study on Domain Ontology Representation, Reasoning and Integration for the Semantic Web

    • 摘要: 语义Web的基础之一是本体,为了让机器能够理解Web的内容并做推理,需要建立本体,并利用本体中定义的术语作为元数据来标记Web的内容.阐明了本体和领域本体的关系;介绍了现有面向语义Web的本体语言的概况;根据表达能力和推理效率的综合权衡,选择OWL Lite作为本体语言;提出了一种面向语义Web的领域本体表示、推理方法DORRSW和一种面向语义Web的多领域本体集成方法MDOISW;最后给出应用实例来说明方法的应用.通过这些论述,阐明面向语义Web的领域本体表示、推理与集成的基本情况,从而为创建面向语义Web的本体提供了基础知识.

       

      Abstract: One foundation of the semantic Web is ontology—to make Web contents understandable to machine and suitable for inference, ontology needs to be established, and the Web contents should be annotated with metadata which are defined as terms in ontology. The relation between ontology and domain ontology is explained; the overview of ontology languages for the semantic Web is introduced; based on trade-off between expressivity of knowledge and complexity of reasoning problems, OWL Lite is selected as ontology language; then DORRSW (domain ontology representation and reasoning for the semantic Web) and MDOISW (multiple domain ontology integration for the semantic Web) are proposed; Finally DORRSW and MDOISW are applied to solve an example problem. From these discussions, the basic situations of domain ontology representation, reasoning and integration for the semantic Web are clarified, so the basic knowledge of developing ontology for the semantic Web is provided.

       

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