关系数据库到本体的一种映射方法

M. Hazber, Ruixuan Li, Yuxi Zhang, Guandong Xu
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引用次数: 18

摘要

以语义的方式共享和重用关系数据库中的大数据已经成为一个巨大的挑战。本文提出了一种新的方法,使语义Web应用程序能够通过语义方法访问关系数据库(rdb)及其内容。域本体可用于制定RDB模式和数据,以简化底层数据源的映射。我们的方法包括两个主要阶段:从RDB模式构建本体和从RDB数据自动生成本体实例。在第一阶段,我们研究了将RDB模式映射到以RDF(S)-OWL表示的本体的不同情况,而在第二阶段,使用映射规则将RDB数据转换为以RDF三元组表示的本体实例。我们的方法通过实例进行了演示,并通过本体验证器进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Approach for Mapping Relational Database into Ontology
Sharing and reusing the big data in relational databases in a semantic way have become a big challenge. In this paper, we propose a new approach to enable semantic Web applications to access relational databases (RDBs) and their contents by semantic methods. Domain ontologies can be used to formulate RDB schema and data in order to simplify the mapping of the underlying data sources. Our method consists of two main phases: building ontology from an RDB schema and the generation of ontology instances from an RDB data automatically. In the first phase, we studied different cases of RDB schema to be mapped into ontology represented in RDF(S)-OWL, while in the second phase, the mapping rules are used to transform RDB data to ontological instances represented in RDF triples. Our approach is demonstrated with examples and validated by ontology validator.
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