• DocumentCode
    2129053
  • Title

    Semantic content search in P2P networks based on RDF schema

  • Author

    Ishikawa, Norihiro ; Sumino, Hiromitsu ; Omata, Eiji ; Hjelm, J. ; Yu, Ye ; Zhu, Zhongwu

  • Author_Institution
    NTT DoCoMo Inc., Kanagawa, Japan
  • Volume
    1
  • fYear
    2003
  • fDate
    30-30 Aug. 2003
  • Firstpage
    143
  • Abstract
    Efficiency in searching and data retrieval is a key issue in peer-to-peer networks. In this work we provide a detailed analysis of semantic routing and propose a new approach based on this technique and on resource description framework (RDF) to achieve better retrieval performance. The description, by employing metadata, of features of resources and their inter-relationships leads in fact to a higher accuracy in the outcome of the search applications providing appreciable benefits. The main idea standing behind semantic routing is to use the content of queries to drive routing decisions. Key elements of such technique are: node learning process definition, routing table (called knowledge-base) structure design, node goodness computation and selection of the best candidates for query routing. An exhaustive description of these fundamental issues is provided in this work.
  • Keywords
    computer networks; information retrieval; meta data; semantic networks; telecommunication network routing; RDF schema; data retrieval; metadata; node goodness computation; node learning process definition; peer-to-peer networks; resource description framework; routing decisions; routing table structure design; semantic content search; semantic routing; Content based retrieval; Fault tolerance; Information retrieval; Intelligent networks; Learning systems; Peer to peer computing; Performance analysis; Query processing; Resource description framework; Routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
  • Conference_Location
    Victoria, BC, Canada
  • Print_ISBN
    0-7803-7978-0
  • Type

    conf

  • DOI
    10.1109/PACRIM.2003.1235739
  • Filename
    1235739