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作者:

Yang, Huirong (Yang, Huirong.) | Yin, Baocai (Yin, Baocai.) (学者:尹宝才) | Fu, Pengbin (Fu, Pengbin.) | Sun, Yanfeng (Sun, Yanfeng.) (学者:孙艳丰) | Qu, Liang (Qu, Liang.)

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摘要:

In order to get a better semantic matching degree for web services, in this paper, we try to deal with the problems of semantic web services matching through calculating the Normalized Google Distance (NGD) between concepts, based on the semantic description of web service's input and output. This technique takes advantage of the Google massive terms and open Google search engine to compute the NGD, and calculates the similarity between concepts. Compared with the existing algorithm, we adopt Google terms which present merits of more abundance and updating in a relatively faster speed. This method is simpler and greatly decreases the complexity of calculation because there is no ontology and taxonomy tree, no need to judge the foliatory order, path length, depth and local density. The preliminary results have shown that our algorithm can highly improve the recall and precision of the web services. © 2005 by Binary Information Press.

关键词:

Algorithms Natural language processing systems Ontology Search engines Semantic Web Web services

作者机构:

  • [ 1 ] [Yang, Huirong]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Yin, Baocai]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Fu, Pengbin]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Sun, Yanfeng]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100124, China
  • [ 5 ] [Qu, Liang]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100124, China

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来源 :

Journal of Computational Information Systems

ISSN: 1553-9105

年份: 2011

期: 8

卷: 7

页码: 2624-2633

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