Lin, ZJ; King, I; Lyu, MR PageSim: A novel link-based similarity measure for the world wide web 2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, (WI 2006 MAIN CONFERENCE PROCEEDINGS) 687-693, 2006
Eugene Garfield
garfield at CODEX.CIS.UPENN.EDU
Tue Apr 29 16:46:36 EDT 2008
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Email Address: zjlin at cse.cuhk.edu.hk
URL: http://www2006.org/programme/files/pdf/p36.pdf
Author(s): Lin, ZJ (Lin, Zhenjiang); King, I (King, Irwin); Lyu, MR (Lyu,
Michael R.)
Title: PageSim: A novel link-based similarity measure for the world wide
web
Source: 2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE,
(WI 2006 MAIN CONFERENCE PROCEEDINGS) 687-693, 2006
Language: English
Document Type: Article
Conference Title: IEEE/WIC/ACM International Conference on Web
Intelligence
Conference Date: DEC 18-22, 2006
Conference Location: Hong Kong, PEOPLES R CHINA
Conference Sponsors: IEEE, WIC, ACM, Hong Konlg Baptist Univ
Abstract: The requirement for measuring the similarity between web pages
arises in many applications on the Web, such as web searching engine and
web document classification. According to the unique characteristics of
the Web, which are huge, rapidly growing, high dynamic, and untrustworthy,
we propose a novel link-based similarity measure called PageSim. Based on
the strategy of PageRank score propagation, PageSim is efficient,
scalable, stable, and 'fairly" robust, and therefore is applicable to the
Web. We present intuitions behind the PageSim model, and outline the model
with mathematical definitions. We also suggest the pruning technique for
efficient computation of PageSim scores, and conduct experiments to
illustrate the effectiveness and specialities of PageSim.
Addresses: Chinese Univ Hong Kong, Dept Comp Sci & Engn, Shatin, Hong Kong
Peoples R China.
Reprint Address: Lin, ZJ, Chinese Univ Hong Kong, Dept Comp Sci & Engn,
Shatin, Hong Kong Peoples R China.
Cited Reference Count: 18
Publisher Name: IEEE COMPUTER SOC
Publisher Address: 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS,
CA 90720-1264 USA
ISBN: 978-0-7695-2747-5
Source Item Page Count: 7
Subject Category: Computer Science, Artificial Intelligence; Computer
Science, Information Systems
ISI Document Delivery No.: BFY84
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- Previous message: Jamali, M (Jamali, Mohsen); Abolhassani, H (Abolhassani, Hassan) Different aspects of social network analysis 2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, (WI 2006 MAIN CONFERENCE PROCEEDINGS) 66-72, 2006
- Next message: Choi, SJ (Choi, Stephen J.); Gulati, GM (Gulati, G. Mitu) Ranking judges according to citation bias (as a means to reduce bias) NOTRE DAME LAW REVIEW, 82 (3): 1279-1309 MAR 2007
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