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基于语义相似度的Web服务匹配研究 被引量:5

RESEARCH ON WEB SERVICE MATCHING BASED ON SEMANTIC SIMILARITY
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摘要 现有的语义Web服务匹配算法没有考虑到本体概念间的多元关系,导致概念的语义不能被完整地反映出来,从而影响了算法的匹配性能。利用本体概念间的多元关系定义了一种语义距离,并通过该语义距离给出了概念间的语义相似度计算方法,在此基础上提出基于语义相似度的Web服务匹配算法。该算法通过本体概念间的语义相似度来反映Web服务的匹配程度。最后,通过对比实验验证了该算法的可行性和有效性。 Existing semantic Web service matching algorithms take no account of pluralistic relations between ontology concepts,which disables the concept semantics to be completely reflected,so that the matching performance of the algorithms is degraded.Pluralistic relations between ontology concepts are used to define a kind of semantic distance,with which to put forward a method for computing semantic similarities among concepts.On this basis,a Web service matching algorithm based on semantic similarity is proposed.This algorithm reflects Web service matching degrees by calculating the semantic similarity among concepts.At last,the proposed algorithm is proved to be feasible and effective by a comparative experiment.
作者 舒毅 杨凡
机构地区 甘肃省计算中心
出处 《计算机应用与软件》 CSCD 2011年第8期177-180,共4页 Computer Applications and Software
基金 甘肃省自然科学基金(0809RJZA018)
关键词 WEB服务匹配 本体 多元关系 语义距离 语义相似度 Web service matching Ontology Pluralism relations Semantic distance Semantic similarity
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同被引文献47

  • 1李荣,杨冬,刘磊.基于本体的概念相似度计算方法研究[J].计算机研究与发展,2011,48(S3):312-317. 被引量:12
  • 2李曼,王大治,杜小勇,王珊.基于领域本体的Web服务动态组合[J].计算机学报,2005,28(4):644-650. 被引量:141
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  • 4徐兰芳,胡怀飞,桑子夏,徐凤鸣,邹德清.基于灰色系统理论的信誉报告机制[J].软件学报,2007,18(7):1730-1737. 被引量:28
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