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Please use this identifier to cite or link to this item: http://repositorio.ufla.br/jspui/handle/1/14972

Title: Refining multiple ontologies: A mappings-based approach
???metadata.dc.creator???: Lu, Jianjiang
Xu, Baowen
Wang, Peng
Kang, Dazhou
Zhou, Jin
Keywords: Multiple ontologies, ontology mapping, ontology refinement
Publisher: Editora da UFLA
???metadata.dc.date???: 1-Dec-2005
Other Identifiers: http://www.dcc.ufla.br/infocomp/index.php/INFOCOMP/article/view/107
Description: In a distributed environment like Semantic Web, complex applications often need to handle┬ámultiple ontologies, where the heterogeneity of multiple ontologies arises. In order to reconcile these ontologies, ontology mappings are proposed to provide the interoperating rules between multiple ontologies. However, introducing mappings may cause inconsistencies and redundancies, which will break the soundness and balance of the original ontologies. This paper proposes an approach to eliminate inconsistencies and redundancies. First the mappings are classified into eleven kinds and multiple ontologies are modeled as a graph. Then the changes of the graph, when introducing different kinds of mappings orderly, are analyzed. Following refining steps include semantic checking to keep multiple ontologies sound, and semantic refinement to avoid multiple redundancies. All the steps in our approach can be performed in polynomial time. Our method has high efficiency and is feasible to applications about multiple ontologies in a distributed environment.
???metadata.dc.language???: eng
Appears in Collections:Infocomp

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