[PDF.03nf] Probabilistic Approaches to Recommendations (Synthesis Lectures on Data Mining and Knowledge Discovery)

Probabilistic Approaches to Recommendations (Synthesis Lectures on Data Mining and Knowledge Discovery)

[PDF.kf80] Probabilistic Approaches to Recommendations (Synthesis Lectures on Data Mining and Knowledge Discovery)

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 | #4079519 in Books |  2014-06-01 | Original language:English | PDF # 1 |  9.25 x.45 x7.50l,.77 | File type: PDF | 198 pages

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||About the Author|Yahoo Labs, Barcelona, Spain

The importance of accurate recommender systems has been widely recognized by academia and industry, and recommendation is rapidly becoming one of the most successful applications of data mining and machine learning. Understanding and predicting the choices and preferences of users is a challenging task: real-world scenarios involve users behaving in complex situations, where prior beliefs, specific tendencies, and reciprocal influences jointly contribute to determinin...

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