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A Distributed IR Model Based on Semantic Web

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The Semantic Web – ASWC 2006 (ASWC 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4185))

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Abstract

Most of the current information retrieval methods are mainly based on keywords matching, and they can not understand the meaning of the keywords. Though some researches have proposed the methods based on domain ontology, it is difficult to implement the general IR because different ontology bases are heterogeneous. Aiming at the questions above, a distributed IR model based on semantic web services (D-IRSW) is proposed. This model puts different Semantic Retrieval Service (SRS) on special ontology base and the results returned by SRS are processed by Semantic Retrieval Service Engine (SRSE). Experiment shows that this model can improve the precision and recall of IR obviously.

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Author information

Authors and Affiliations

  1. School of Computer & Information Engineering, Shandong University of Finance, Jinan, 250014, P.R. China

    Pei-guang Lin & Ru-zhi Xu

  2. School of Computer Science and Technology, Beijing Institute of Technology, Beijing, 100081, P.R. China

    Pei-guang Lin & Xiao-zhong Fan

  3. Department of Computer Information System, Beijing Information Science & Technology University, Beijing, 100101, P.R. China

    Hai-yan Kang

Authors
  1. Pei-guang Lin
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  2. Xiao-zhong Fan
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  3. Ru-zhi Xu
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  4. Hai-yan Kang
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Editor information

Editors and Affiliations

  1. The Institute of Scientific and Industrial Research, Osaka University, 8-1 Mihogaoka, 567-0047, Ibaraki, Osaka, Japan

    Riichiro Mizoguchi

  2. Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, 100080, Beijing,  

    Zhongzhi Shi

  3. Information and Communication Technology, University of Trento, Italy

    Fausto Giunchiglia

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© 2006 Springer-Verlag Berlin Heidelberg

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Lin, Pg., Fan, Xz., Xu, Rz., Kang, Hy. (2006). A Distributed IR Model Based on Semantic Web. In: Mizoguchi, R., Shi, Z., Giunchiglia, F. (eds) The Semantic Web – ASWC 2006. ASWC 2006. Lecture Notes in Computer Science, vol 4185. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11836025_70

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  • DOI: https://doi.org/10.1007/11836025_70

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-38329-1

  • Online ISBN: 978-3-540-38331-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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