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Page Quality: In Search of an Unbiased Web Ranking

Summary: Proposes Page Quality ranking to dampen popularity bias in web search. Formal framework to define intrinsic page quality, compare with PageRank, and a practical estimator from a user model; experiments show gains for new/high-quality pages. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3666
Venue
SIGMOD
Year
2005
Pagerank
5.4689625e-05
Overall Rank
5,514 | 61.68%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
6,026 Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results 2005 VLDB 5.2365238e-05
11,220 Equitable Top-k Results for Long Tail Data 2023 SIGMOD 4.1905499e-05
12,496 Evolution of Page Popularity under Random Web Graph Models 2006 PODS 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
186 Proximity Search in Databases 1998 VLDB 0.0003618341
320 ObjectRank: Authority-Based Keyword Search in Databases 2004 VLDB 0.00027574254
1,633 Relational link-based ranking 2004 VLDB 0.00011062304
2,538 Computing PageRank in a Distributed Internet Search System 2004 VLDB 8.5788861e-05
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