Effectively finding relevant web pages from linkage information

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Hou, Jingyu and Zhang, Yanchun (2003) Effectively finding relevant web pages from linkage information. IEEE Transactions on knowledge and data engineering, 15 (4). pp. 940-951. ISSN 10414347

Abstract

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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Item type	Article
URI	https://vuir.vu.edu.au/id/eprint/988
DOI	10.1109/TKDE.2003.1209010
Official URL	http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumb...
Subjects	Historical > RFCD Classification > 230000 Mathematical Sciences Historical > Faculty/School/Research Centre/Department > School of Engineering and Science Historical > RFCD Classification > 280000 Information, Computing and Communication Sciences
Keywords	World Wide Web, Web search, information retrieval, hyperlink analysis, singular value decomposition
Citations in Scopus	71 - View on Scopus
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