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基于语义Web的本体映射方法综述 被引量:12

The Overview of Ontology Integration Approaches Based on Semantic Web
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摘要 本体之间的映射是语义web发展中的一个重要问题。事实上,语义Web是由多种信息源组成的,每个信息源都以某个本体的形式表示。为了实现这些信息源的信息共享,就要用到本体映射方法。本文首先讨论了本体映射的三种体系结构。然后按照E.Rahm提出的分类标准,对现有的一些主要的本体映射方法进行归纳。最后,给出了4种方法的比较分析。从中可以看出各种独立匹配方法的组合将是一个极有希望的发展方向。 One of the important problems in the development of techniques for the semantic Web is the mapping of ontologies. Indeed,the Web is constituted by a variety of information sources,each expressed over a certain ontology-In order to share the information among such sources, their semantic mapping is required- In this paper, first we discuss the three integration architectures. Then we refer to the taxonomy which is presented by E- Ramh.and apply to summarize various major ontology mapping approaches. At last. we compare four typical mapping approaches following the criteria,and conclude that the combination of the individual matchers is a promising direction.
作者 袁洋 李善平
出处 《计算机科学》 CSCD 北大核心 2004年第5期5-8,共4页 Computer Science
基金 国家自然科学基金(60174053)
关键词 语义WEB 本体 映射 方法 软件代理 下一代互联网 分类体系 匹配方法 Semantic Web ,Ontology ,Mapping ,Taxonomy ,Approach
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参考文献8

  • 1[1]Berners-Lee T, Hendler J, Lassila O. The Semantic Web.Scientific American, 279,2001
  • 2[2]Maedche A, Motik B, Silva N, Volz R. MAFRA-An Ontology Mapping Framework in the Semantic Web. In: Proc. of the ECAI Workshop on Knowledge Transformation, Lyon, France, 2002
  • 3[3]Wache H,Vogele T,Visser U,et al. Ontology-Based Integration of Information--A Survey of Existing Approaches. In: Proc. of the IJCAI-01 Workshop: Ontologies and Information Sharing,Seattle,WA, 2001. 108~117
  • 4[4]Rahm E, Bernstein P. A survey of approaches to automatic schema matching. VLDB Journal, 2001,10(4): 334~350
  • 5[5]Madhavan J,Bernstein P A, Rahm E. Generic schema matching with cupid. In: Proc. of the 27th Intl. Conf. on Very Large Databases ,2001. 49~58
  • 6[6]Melnik S, Garcia-Molina H, Rahm E. Similarity Flooding: A Versatile Graph Matching Algorithm. In: Proc. of the 18th Intl.Conf. on Data Engineering(ICDE). San Jose. CA. 2002
  • 7[7]Doan A, Madhavan J,Domingos P, Halevy A. Learning to map between ontologies on the semantic web. In: Proc. of the WorldWide Web Conf. (WWW-2002),2002
  • 8[8]Do H H. Erhard Rahm: COMA-A System for Flexible Combination of Schema Matching Approaches. In: Proc. of the 28th Intl. Conf. ov Very Large Database,2002. 610~621

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