东南大学学报（英文版）2007，Vol.23Issue(3)：338-342,5.
一种基于本体的语义信息集成方法
Ontology based approach of semantic information integration
杨先娣 1何宁 2吴黎兵 1刘君强2
作者信息
- 1. 武汉大学计算机学院,武汉,430072
- 2. 武汉大学计算中心,武汉,430072
- 折叠
摘要
Abstract
In order to solve the problem of semantic heterogeneity in information integration,an ontology based semantic information integration (OSII) model and its logical framework are proposed.The OSII adopts the hybrid ontology approach and uses OWL (web ontology language) as the ontology language.It obtains unified views from multiple sources by building mappings between local ontologies and the global ontology.A tree-based multi-strategy ontology mapping algorithm is proposed.The algorithm is achieved by the following four steps:pre-processing,name mapping,subtree mapping and remedy mapping.The advantages of this algorithm are:mapping in the compatible datatype categories and using heuristic rules can improve mapping efficiency;both linguistic and structural similarity are used to improve the accuracy of the similarity calculation;an iterative remedy is adopted to obtain correct and complete mappings.A challenging example is used to illustrate the validity of the algorithm.The OSII is realized to effectively solve the problem of semantic heterogeneity in information integration and to implement interoperability of multiple information sources.关键词
信息集成/语义异构/本体/本体映射Key words
information integration/semantic heterogeneity/ontology/ontology mapping分类
信息技术与安全科学引用本文复制引用
杨先娣,何宁,吴黎兵,刘君强..一种基于本体的语义信息集成方法[J].东南大学学报（英文版）,2007,23(3):338-342,5.
