基于本体语义映射的数据集成机制研究

数据集成的难点是如何解决数据之间的语义异构问题,本文利用本体在语义集成上的优点,提出了一种基于本体语义映射的数据集成框架。根据本体概念的定义及其结构,给出了一种本体语义映射算法,该算法通过属性集合间的比较确定概念语义关系,在计算概念相似度时,考虑了概念名称、概念属性集合和相关概念的语义信息。最后通过概念的属性集映射算法和概念映射算法实现了本体语义映射,从而重点解决了数据集成中的语义映射问题。

Research on the Data Integration Mechanism Based on Ontology Semantic Mapping

The difficulty of data integration is how to solve the problem of heterogeneous semantics. Using ontology's advantage in semantic integration,this paper designs a data integration frame based on ontology semantic mapping. According to the definition and structure of the ontology concepts,an ontology semantic mapping algorithm is given,which confirms the concepts' semantic relationship by a comparison between attribute sets,and takes the semantic information of concept names,attributes and correlative concep...