Issue No.04 - July/August (2003 vol.15)
Yanchun Zhang , IEEE Computer Society
<p><b>Abstract</b>—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.</p>
World Wide Web, Web search, information retrieval, hyperlink analysis, singular value decomposition (SVD).
Jingyu Hou, Yanchun Zhang, "Effectively Finding Relevant Web Pages from Linkage Information", IEEE Transactions on Knowledge & Data Engineering, vol.15, no. 4, pp. 940-951, July/August 2003, doi:10.1109/TKDE.2003.1209010