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» Page Quality: In Search of an Unbiased Web Ranking
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SIGIR
2009
ACM
15 years 5 months ago
Counting ancestors to estimate authority
The AncestorRank algorithm calculates an authority score by using just one characteristic of the web graph—the number of ancestors per node. For scalability, we estimate the num...
Jian Wang, Brian D. Davison
75
Voted
WSDM
2010
ACM
242views Data Mining» more  WSDM 2010»
15 years 8 months ago
Improving Ad Relevance in Sponsored Search
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
Dustin Hillard, Stefan Schroedl, Eren Manavoglu, H...
DATESO
2007
107views Database» more  DATESO 2007»
15 years 17 days ago
Work with Knowledge on the Internet - Local Search
Authors are looking within their research grant new original web local search algorithm respecting specifics of Czech national environment. We would like to initiate further debate...
Antonin Pavlicek, Josef Muknsnabl
WWW
2009
ACM
15 years 11 months ago
Exploiting web search engines to search structured databases
Web search engines often federate many user queries to relevant structured databases. For example, a product related query might be federated to a product database containing thei...
Arnd Christian König, Dong Xin, Kaushik Chakr...
IR
2010
14 years 9 months ago
Gradient descent optimization of smoothed information retrieval metrics
Abstract Most ranking algorithms are based on the optimization of some loss functions, such as the pairwise loss. However, these loss functions are often different from the criter...
Olivier Chapelle, Mingrui Wu