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
Link To Document :
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