| Document Date: 2015-04-07 21:04:32
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City New York / Sunnyvale CA / / Company dpRank In dpRank / Google / Yahoo! / Yi Chang Yahoo! Labs / / Country Libya / Jordan / United States / Syria / Vietnam / China / / Currency USD / / / Event Company Expansion / / Facility Statistics University of Illinois / / IndustryTerm news search log data / latent groups / personalized applications / evaluation search log set / distinct search interest / large-scale news search log data / latent user groups / latent user / latent search interests / search users / pre-processing steps / search behavior pattern / inner product / observed search behaviors / crude oil prices / search logs / navigational web search / search log mining / chosen user / identified search interest / evaluation search log / search result / search environment / news search engine / search query distribution / blog search logs / search intent / search interests / aggregated search behaviors / large-scale search log data / search topics / search tasks / search history / user / user groups / search preferences / search personalization / search behaviors / k-means algorithm / particular user / news search engine1 / search interest / search intents / web search engine / given search log / search engine users / Search log data / search engines / relative search result preferences / news search / web search / search activities / given search log data / search engine logs / search interaction pattern / search interaction behaviors / pre-processing / search engine / energy function defined / search results / massive search usage data / / Organization National Science Foundation / University of Illinois / Department of Computer Science / US Federal Reserve / / Person taylor swift / britney spears / Lady Gaga / selena gomez / / Position model for web search ranking / model representation / pilot / arizona wildfires joplin missing / ranking model for each individual user accordingly / / ProvinceOrState Illinois / New York / P. N. / / PublishedMedium Journal of Machine Learning Research / Journal of the American Statistical Association / / SportsEvent nascar 2011 / / Technology Metropolis Hasting sampling algorithm / search engine / Machine Learning / Metropolis Hasting algorithm / k-means algorithm / MCMC algorithm / / URL http /
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User Modeling in Search Logs via a Nonparametric Bayesian Approach Hongning Wang1 , ChengXiang Zhai1 , Feng Liang2 1