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一种基于向量空间模型的模糊本体映射方法
  • 摘要

    为了实现异构模糊本体之间的知识共享和重用等语义互操作,需要为它们建立映射关系,为此提出了一种新的模糊本体映射方法VSM-FR(vector space model based on fuzzy relation)。VSM-FR方法首先利用模糊本体中的模糊关系构建向量空间模型;然后将模糊概念表示成此向量空间模型中的向量,这样模糊概念之间的相似度就可以通过向量运算的方法来获得;最后为相似度大于给定阈值的模糊概念对建立映射关系。附带的实例也充分地证明了VSM-FR方法在处理模糊本体映射时的可行性和有效性。

  • 作者

    ZHANG Ling-yu  CHEN Shu-xin  ZHANG Guang-da  LV Hong-zhu 

  • 作者单位

    Computer Center,Qiqihar University,Qiqihar Heilongjiang 161006,Chin

  • 刊期

    2014年5期 ISTIC PKU

  • 关键词

    模糊本体  模糊本体映射  模糊关系  向量空间模型  fuzzy ontology  fuzzy ontology mapping  fuzzy relationship  vector space model(USM) 

参考文献
  • [1] 张凌宇,马宗民,严丽. 一种基于贝叶斯网络模型及多策略计算的本体映射方法. 小型微型计算机系统, 2012,11
  • [2] BAKILLAH M;MOSTAFAYI M A. A fuzzy logic semantic mapping approach for fuzzy geospatial ontologies. 2011
  • [3] CAI Yi;LEUNG H F. A formal model of fuzzy ontology with property hierarchy and object membership. {H}Berlin:Springer-Verlag, 2008
  • [4] ZHANG Fu;MA Z M;CHENG Jing-wei. Fuzzy semantic Web ontology learning from fuzzy UML model. Nuw Yrok:ACM Press, 2009
  • [5] SALTON G. The smart retrieval system:experiments in automatic docu-ment processing. Upper Saddle River:Prentice-Hall Inc, 1971
  • [6] LEVENSHTEIN V. Binary codes capable of correcting deletions,insertions and reversals. Soviet Physics Doklady, 1966,08
  • [7] CALEGARI S;CIUCCI D. Towards a fuzzy ontology definition and a fuzzy extension of an ontology editor. 2008
  • [8] BAHRI A;BOUAZIZ R;GARGOURI F. Dealing with similarity relations in fuzzy ontologies. 2007
  • [9] WANG Ying;ZHANG Ru-bo;LAI Ji-bao. Measuring concept similari-ty between fuzzy ontologies. Fuzzy Information and Engineering, 2009,62
  • [10] STUDER R;BENJAMINS V R;FENSEL D. Knowledge engineering:principles and methods. {H}Data & Knowledge Engineering, 1998,122
  • [11] EIDOON Z;YAZDANI N;OROUMCHIAN F. Ontology matching using vector space. 2008
  • [12] HE Wei;YANG Xiao-ping;HUANG Du-pei. A hybrid approach for measuring semantic similarity between ontologies based on WordNet. {H}Berlin:Springer-Verlag, 2011
  • [13] MILLER G A;BECKWITH R;FELLBAUM C. Introduction to WordNet:an online lexical database. {H}INTERNATIONAL JOURNAL OF LEXICOGRAPHY, 1990,04
  • [14] TOUS R;DELGADO J. A vector space model for semantic similarity calculation and OWL ontology alignment. 2006
  • [15] DOAN A;MADHAVAN J;DOMINGOS P. Learning to map between ontologies on the semantic Web. 2002
  • [16] XU Bao-wen;KANG Da-zhou;LU Jian-jiang. Mapping fuzzy concepts between fuzzy ontologies. Berlin:Sringer-Verlag, 2005
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