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Industry Report Amazon.com Recommendations Item-to-Item Collaborative Filtering Greg Linden, Brent Smith, and Jeremy York • Amazon.com
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Document Date: 2008-05-05 09:57:42

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City

Washington / D.C. / /

Company

I2 / I2 For / I1 / I1 For / Product Page Number John Wiley & Sons / I2 It / Amazon.com / ACM Press / AAAI Press / Personalization Group / /

Continent

Europe / /

Country

United States / /

Currency

USD / /

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Facility

Stanford University / University of Washington / University of California / /

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IndustryTerm

e-commerce businesses / retail industry / search-based methods / targeted marketing tool / iterative algorithm / recommendation systems / real time / Web Conference / INTERNET COMPUTING Unfortunately / ecommendation algorithms / advertising effectiveness / recommendation algorithm / e-commerce Web / e - commerce / online component / search query / online scalability / recommendation algorithms / unsupervised learning algorithm / data mining / collaborative filtering algorithm / subsecond processing time / online computation scales / E-commerce recommendation algorithms / online store / online recommendations / INTERNET COMPUTING / Web site display components / Wireless Back Cover Advertising Personnel / online user / cushttp /

Organization

University of Washington / Patent and Trademark Office / Stanford University’s Graduate School / Business Development / University of California / San Diego / Sandy Brown IEEE Computer Society / /

Person

Tim Matteson / Sarah K. Wiley / Greg Linden / Brent Smith / Morgan Kaufmann / Jeremy York / Gregory Maddock / Item Collaborative Filtering Greg Linden / Marlon Brando / Jody Estabrook / Marian Anderson / Dawn Becker / Francis Ford Coppola / Marion Delaney / Tom Wilcoxen / John Gibbs / C. William Bentz III / Sandy Brown / Marshall Rubin / Mary Tonon / David Kovacs / Barbara Lynch / Stan Greenfield / Debbie Sims / Joe DiNardo / Dave Jones / /

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Position

cofounder / researcher / and senior manager / Pragmatic Programmer / director / or with similar keywords or subjects / author / same author / same author / artist / Advertising Coordinator / software engineer / Manager Phone /

ProvinceOrState

Connecticut / California / /

Region

New England / Midwest / Southwest / Northwest / /

SportsLeague

Stanford University / /

Technology

unsupervised learning algorithm / existing recommendation algorithms / collaborative filtering algorithm / Conclusion Recommendation algorithms / existing algorithms / E-commerce recommendation algorithms / recommendation algorithms / clustering algorithm / The algorithm / machine learning / purchased and rated items.2 The algorithm / ecommendation algorithms / recommendation algorithm / good recommendation algorithm / artificial intelligence / Data Mining / /

URL

http /