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A Method of Re-ranking Web Search Results Using their Hidden Hyperlink Structure

Summary: Re-ranks results using hidden hyperlink neighborhoods around a page: collect nearby hidden pages, cluster them, and update the page vector with centroid features. Outperforms tf-idf; 2-3 links summarize content; future work: bidirectional links and link-type-aware features. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8953
Venue
VLDB
Year
2002
Pagerank
-
Overall Rank
13,808 | 3.94%
DOI
-

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