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  • 标题:A Fuzzy Search Algorithm for Structured P2P Network Based on Multi-dimensional Semantic Matrix
  • 本地全文:下载
  • 作者:Lu, Chuiwei ; Hu, Zhengbing
  • 期刊名称:Journal of Networks
  • 印刷版ISSN:1796-2056
  • 出版年度:2012
  • 卷号:7
  • 期号:2
  • 页码:377-384
  • DOI:10.4304/jnw.7.2.377-384
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:Structured P2P network is highly efficient and low cost in resources search, but it only supports single-keyword precise search rather than multi-keyword fuzzy search. This paper puts forward a novel search algorithm FSA-MDSM based on semantic vector matrix, in which the P2P node resources can be transferred into a number of semantic vectors which are formed into a vector matrix in terms of a free semantic dictionary. And according to the similarity of vectors semantics, the vectors are classified into several sub-blocks, each of which is managed by a virtual node. Those virtual nodes with similar semantics will cluster into several special subnets by the way of exchange of the semantic information, and a semantics routing table will be generated. The table can guide a node to locate target resource rapidly. The simulation experiments demonstrate that by using FSA-MDSM algorithm, a fuzzy semantic search can be supported efficiently in the Structured P2P network and its original advantage can not be lost basically
  • 关键词:P2P network; Semantic routing; Semantic vector matrix; Fuzzy search algorithm
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