Content-Based Search Using Self-Organizing Peer-to-Peer Network

被引:0
作者
Mekterovic, Igor [1 ]
Krizanovic, Kresimir [1 ]
Baranovic, Mirta [1 ]
机构
[1] Univ Zagreb, Fac Elect Engn & Comp, Zagreb 10000, Croatia
来源
SEPADS 08: PROCEEDINGS OF THE 7TH WSEAS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, PARALLEL AND DISTRIBUTED SYSTEMS | 2008年
关键词
Peer-to-peer; content-based search; information retrieval; algorithm;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In order for peer-to-peer (P2P) content sharing network to be scalable, it is imperative to efficiently route queries through the network. Semantic based search should, with as little messages (traffic) as possible, return just those relevant documents stored throughout the network thus achieving precision and recall values comparable to those of correspondent centralized system. In this article we propose protocols for self-organizing P2P network that arranges links between peers according to peer's content. In proposed network peers organize themselves into "semantic communities" but without losing links to other semantic communities. Proposed network has no prior knowledge of the semantics of documents that are to be stored in the system.
引用
收藏
页码:50 / 55
页数:6
相关论文
共 13 条
[1]  
[Anonymous], 2003, P ATAPCC KARLSR BW G
[2]   Matrices, vector spaces, and information retrieval [J].
Berry, MW ;
Drmac, Z ;
Jessup, ER .
SIAM REVIEW, 1999, 41 (02) :335-362
[3]   SPACE/TIME TRADE/OFFS IN HASH CODING WITH ALLOWABLE ERRORS [J].
BLOOM, BH .
COMMUNICATIONS OF THE ACM, 1970, 13 (07) :422-&
[4]  
CRESPO A, 2002, ICDCS 02
[5]  
CUENCAACUNA FM, 2002, DCSTR483 RUTG U
[6]  
DEERWESTER S, 1990, J AM SOC INFORM SCI, V41, P391, DOI 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO
[7]  
2-9
[8]  
GARCIA P, 2005, NEW OVERLAY NETWORK, P123
[9]   GlOSS:: Text-source discovery over the Internet [J].
Gravano, L ;
García-Molina, H ;
Tomasic, A .
ACM TRANSACTIONS ON DATABASE SYSTEMS, 1999, 24 (02) :229-264
[10]   Semantic small world: An overlay network for peer-to-peer search [J].
Li, M ;
Lee, WC ;
Sivasubramaniam, A .
12TH IEEE INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS - PROCEEDINGS, 2004, :228-238