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基于SUMO的概念语义相似度研究 被引量:56

Concept semantic similarity research based on SUMO
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摘要 SUMO(建议上层共享知识本体)是由IEEE标准上层知识本体工作小组所建置的,其目的是发展标准的上层知识本体,这将促进数据互通性、信息搜寻和检索、自动推理和自然语言处理。基于该共享知识本体,提出了一种计算两概念语义相似度的方法。根据该方法实现了一个计算程序模块,并将计算结果同人类的主观判断进行了比较,验证了该方法的有效性。该研究工作可以在面向W eb的知识检索领域中得到应用,还可以为本体的相关研究提供一定的理论基础。 The Suggested Upper Merged Ontology(SUMO) is an effort by the Standard Upper Ontology Working Group of IEEE. The goal is to develop the Standard Upper Ontology, which will encourage interoperability, information searching, automatic reasoning and natural language processing. A method for computing the semantic similarity of two concepts was proposed and implemented as a computing module. Finally, the results got from the program were compared with the judgments of subjects. Through this experiment, the method is proved valid. The research can be applied in the field of knowledge searching, and it provides a theoretical foundation for the relevant research on ontology.
出处 《计算机应用》 CSCD 北大核心 2006年第1期180-183,共4页 journal of Computer Applications
基金 国家863计划资助项目项目(2002AA135160)
关键词 SUMO 语义距离 语义相似度 主观判断 SUMO semantic distance semantic similarity subjective judgment
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参考文献5

  • 1NILES I, PEASE A. Towards a Standard Upper Ontology[A]. Proceedings of the 2nd International Conference on Formal Ontology in Information Systems ( FOIS-2001 )[C]. Maine, 2001.2 - 9.
  • 2BERNERS-LEE T, HENDLER J, LASSILA O. The Semantic Web[J]. Scientific American, 2001, 284(5): 34-43.
  • 3BUDANITSKY A, HIRST G. Evaluating WordNet-based Measures of Lexical semantic Relatedness[J]. Computational Linguistics,2004, 1(1): 1-49.
  • 4刘群 李素建.基于《知网》的词汇语义相似度计算[A]..第三届汉语词汇语义学研讨会[c].台北,2002..
  • 5IEEE Working Group. Suggested Upper Merged Ontology (SUMO)[DB/OL]. http://www.ontologyportal.org/.

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