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Theoretical Formulas of Semantic Measure: A Survey

机译:语义测度的理论公式:一项调查

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—In recent years, several semantic similarity and relatedness measures have been developed and applied in many domains including linguistics, biomedical informatics, GeoInformatics, and Semantic Web. This paper discusses different semantic measures which compute similarity and relatedness scores between concepts based on a knowledge representation model offered by ontologies and semantic networks. The benchmarks and approaches used for the evaluation of semantic similarity methods are also described. The aim of this paper is to give a comprehensive view of these measures which helps researchers to choose the best semantic similarity or relatedness metric for their needs.
机译:-近年来,已经开发了多种语义相似性和相关性度量,并将其应用于语言学,生物医学信息学,地理信息学和语义网等许多领域。本文讨论了基于本体和语义网络提供的知识表示模型计算概念之间相似性和相关性得分的不同语义度量。还介绍了用于评估语义相似性方法的基准和方法。本文的目的是对这些措施进行全面介绍,以帮助研究人员选择最适合其需要的语义相似度或相关性度量。

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