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Collective intelligence / Science / Social information processing / Information retrieval / Collaborative filtering / Recommender system / Slope One / Cold start / GroupLens Research / Information science / Statistics / Collaboration


Document Date: 2013-07-30 08:23:40

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File Size: 3,13 MB

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City

vector cosine / /

Company

Amazon / eBay / Netflix / Goldman / Kendall / Grand Prize Team Opera Solutions / Barnes and Noble / Pearson / CF Algorithms / Warmuth / Vandelay Industries / Creative Commons / Hindawi Publishing Corporation / /

Currency

pence / USD / /

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Facility

Opera Solutions / Florida Atlantic University / /

IndustryTerm

news media / travel guides / gradient-ascent algorithm / recommendation algorithms / association rule mining / advertising revenues / online bookstore / grocery products / representative algorithms / correlation-based algorithm / earlier recommendation systems / data mining / related spreading activation algorithms / real-time performance / recommender systems / memory-based collaborative filtering algorithms / data mining algorithms / Early generation collaborative filtering systems / possible solutions / dependency networks / customer/product / weighted majority prediction algorithm / large online shopping / discriminative parameter-learning algorithm / online requirements / neural network / content-based recommender systems / online user-segment classification / online prediction-producing stage / partial solution / reallife recommender systems / User-based topN recommendation algorithms / dot-product / on-line recommendation / classification algorithms / e - commerce / partial solutions / search effort / learning algorithm / /

Organization

Collaborative Filtering Techniques Xiaoyuan Su and Taghi M. Khoshgoftaar Department of Computer Science and Engineering / Florida Atlantic University / /

Person

Bell / Koren / Jun Hong As one / Alice Like Like Dislike Bob / /

Position

advisors / representative / /

ProgrammingLanguage

FL / /

Technology

recommendation algorithms / discriminative parameter-learning algorithm / proposed IBCF algorithms / machine learning / FMM algorithm / related spreading activation algorithms / NB algorithm / one algorithms / correlation-based algorithm / memory-based collaborative filtering algorithms / neural network / artificial intelligence / gradient-ascent algorithm / data mining algorithms / Collaborative Filtering E-commerce recommendation algorithms / classification algorithms / weighted majority prediction algorithm / data mining / User-based topN recommendation algorithms / item-based algorithm / /

URL

http /

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