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» Context-aware ranking in web search
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115
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KDD
2010
ACM
257views Data Mining» more  KDD 2010»
15 years 4 months ago
Multi-task learning for boosting with application to web search ranking
In this paper we propose a novel algorithm for multi-task learning with boosted decision trees. We learn several different learning tasks with a joint model, explicitly addressing...
Olivier Chapelle, Pannagadatta K. Shivaswamy, Srin...
118
Voted
SAC
2006
ACM
15 years 11 days ago
Undue influence: eliminating the impact of link plagiarism on web search rankings
Link farm spam and replicated pages can greatly deteriorate link-based ranking algorithms like HITS. In order to identify and neutralize link farm spam and replicated pages, we lo...
Baoning Wu, Brian D. Davison
75
Voted
WWW
2007
ACM
16 years 1 months ago
A cautious surfer for PageRank
This work proposes a novel cautious surfer to incorporate trust into the process of calculating authority for web pages. We evaluate a total of sixty queries over two large, real-...
Lan Nie, Baoning Wu, Brian D. Davison
CIKM
2010
Springer
14 years 11 months ago
Temporal query log profiling to improve web search ranking
Alexander Kotov, Pranam Kolari, Lei Duan, Yi Chang
JMLR
2011
156views more  JMLR 2011»
14 years 7 months ago
Web-Search Ranking with Initialized Gradient Boosted Regression Trees
Ananth Mohan, Zheng Chen, Kilian Q. Weinberger