User Access Pattern Enhanced Small Web Search

Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma, and Hong-Jiang Zhang

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.

Details

Publication typeTechReport
NumberMSR-TR-2003-12
Pages10
InstitutionMicrosoft Research
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