The Research on Hierarchical Construction Method of Domain Ontology

Shengtao Sun, Dingsheng Liu, Guoqing Li, Wenyang Yu, Lv Pang
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引用次数: 3

Abstract

The proposal and development of semantic web make ontology, as a new knowledge organization and semantic description method, get attention in various fields. The building of ontology is a basic and important task in semantic web. The construction method and organizational structure of ontology will directly affect the application of ontology. Based on the analysis of hierarchical characters existing in domain knowledge representation and organization and also the process of ontology building, this paper puts forwards a hierarchical construction method of ontology and gives the hierarchical construction principles in different ontology levels, which pays much attention to the hierarchical relationships in every stage of ontology building. And then based on this hierarchical construction method, this paper designs and builds a three-level geographical ontology applied in spatial information service. And also, this paper presents a description mechanism of ontology class metainformation to extend the description capability of OWL, which can help to well represent the difference and relationship between concept and term. The hierarchical identification in class meta-information can help to realize quick retrieving and matching of concepts based on hierarchical relationship.
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领域本体的分层构建方法研究
语义网的提出和发展使得本体作为一种新的知识组织和语义描述方法受到了各个领域的关注。本体的构建是语义网的一项基本而重要的任务。本体的构建方法和组织结构将直接影响到本体的应用。在分析领域知识表示和组织中存在的层次化特征以及本体构建过程的基础上,提出了一种本体的层次化构建方法,并给出了不同层次本体的层次化构建原则,该方法关注了本体构建各个阶段的层次关系。然后基于这种分层构建方法,设计并构建了一个应用于空间信息服务的三级地理本体。提出了本体类元信息的描述机制,扩展了OWL的描述能力,可以很好地表示概念与术语之间的区别和关系。类元信息的层次识别有助于实现基于层次关系的概念快速检索和匹配。
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