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Effectively finding relevant web pages from linkage information
This paper presents two hyperlink analysis-based algorithms to find relevant pages for a given Web page (URL). The first algorithm comes from the extended cocitation analysis of the Web pages. It is intuitive and easy to implement. The second one takes advantage of linear algebra theories to reveal deeper relationships among the Web pages and to identify relevant pages more precisely and effectively. The experimental results show the feasibility and effectiveness of the algorithms. These algorithms could be used for various Web applications, such as enhancing Web search. The ideas and techniques in this work would be helpful to other Web-related researches.
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Journal
IEEE transactions on knowledge and data engineeringVolume
15Issue
4Pagination
940 - 951Publisher
Institue of Electrical and Electronics Engineers Inc.Location
New York, N.Y.ISSN
1041-4347eISSN
1558-2191Language
engPublication classification
C1 Refereed article in a scholarly journal; C Journal articleCopyright notice
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