语义相似度量对本体跨语言映射的影响

J. M. Destro, Júlio Cesar dos Reis, Ariadne Carvalho, I. Ricarte
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引用次数: 5

摘要

跨语言映射建立了用不同语言定义的本体概念之间的关系。相似性度量计算概念之间的关联度,以支持两个不同本体之间的匹配。由于难以利用相似度计算的优势,跨语言匹配一直是一个有待研究的问题。本文研究了不同的语义相似度度量对跨语言映射识别的影响。我们开展实验探索现实世界的生物医学本体映射,以理解计算的相似值的行为。所得结果表明,领域相关背景知识与本体跨语言对齐语义度量的有效性存在相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of semantic similarity measures on ontology cross-language mappings
Cross-language mappings establish relations between ontology concepts defined in different languages. Similarity measures calculate the degree of relatedness between concepts to support matching between two distinct ontologies. Cross-language matching remains an open research issue due to the difficulties in taking advantage of similarity computation. This article investigates the effects of different semantic similarity measures on the identification of cross-language mappings. We carry out experiments exploring real-world biomedical ontology mappings to comprehend the behaviour of computed similarity values. The obtained results indicate the relevance of the domain-related background knowledge in the effectiveness of semantic measures for ontology cross-language alignment.
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