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User Access Pattern Enhanced Small Web
Search
March 1, 2003
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Download Document
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BibTex
Authors

Gui-Rong Xue

Hua-Jun Zeng

Zheng Chen

Wei-Ying Ma

Hong-Jiang Zhang
Publication Type
TechReport
Pages
10
Number
MSR-TR-2003-12

Abstract

Related Info
Abstract
Current search engines generally utilize link analysis techniques to improve the ranking of
returned web-pages. However, the same techniques applied to a small Web, such as a website or
an intranet Web, cannot achieve the same level of performance because the link structure is
different from the global Web. In this paper we proposed a novel method of generating implicit
link structure based on users’ access patterns, and then apply a modified PageRank algorithm
to produce the ranking of web-pages. Our experimental results indicate that the proposed method
outperforms keyword-based method by 16%, explicit link-based PageRank by 20% and
DirectHit by 14%, respectively.
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