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Ontology matching for dynamic publication in semantic portals

机译:用于语义门户中动态发布的本体匹配

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Semantic portals are characterized for storing and structuring content according to specific domain ontologies. This content is represented through ontological languages, which enable not only adding semantic value to information treatment, but also inferring new knowledge from it. Publication in a semantic portal is typically done by instantiating its ontology, and this is often performed manually or through the use of specific forms. However, in order to keep portals constantly up-to-date, it is necessary to provide means for a more dynamic publication, integrating the portal content with information retrieved from different ontology-based sites on the same or on complementary domains. Reusing information from different ontologies requires specific and efficient mechanisms to align them, taking into account syntactical and semantical conflicts. This paper proposes an extension of the Crosi Mapping System, a matching mechanism which calculates similarities between ontologies. Some of its original algorithms have been enriched with additional functionality. This extension, named e-CMS , has been evaluated using the OAEI ontology alignment benchmark, and results show an increase of 69% in alignment precision when compared to the CMS original version. In order to illustrate its use, the e-CMS strategy was applied to SiGePoS, a System for Generating Semantic Portals. The semantic module, one of the system components, implements the alignment mechanism between ontologies, which is performed by the e-CMS .
机译:语义门户的特征是根据特定领域本体存储和结构化内容。该内容通过本体语言表示,本体语言不仅可以为信息处理增加语义价值,而且还可以从中推断出新知识。语义门户中的发布通常通过实例化其本体来完成,并且这通常是手动执行或通过使用特定形式来执行。但是,为了使门户网站始终保持最新状态,有必要提供一种更加动态的发布方式,将门户网站内容与从相同或互补域上的不同基于本体的站点检索的信息集成在一起。要重用来自不同本体的信息,需要考虑语法和语义冲突的特定且有效的机制,以使它们一致。本文提出了Crosi映射系统的扩展,该系统是一种计算本体之间相似度的匹配机制。它的某些原始算法已增加了其他功能。此扩展名为e-CMS,已使用OAEI本体对齐基准进行了评估,结果表明,与CMS原始版本相比,对齐精度提高了69%。为了说明其用法,将e-CMS策略应用于SiGePoS(用于生成语义门户的系统)。语义模块是系统组件之一,它实现了本体之间的对齐机制,该机制由e-CMS执行。

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