Collaborative Filtering Recommender Systems by John T. Riedl, Michael D. Ekstrand, Joseph A. Konstan (Paperback, 2011)

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Nearly two decades of research on collaborative filtering have led to a varied set of algorithms and a rich collection of tools for evaluating their performance. Based on this analysis, system designers have a host of options for the choice of algorithm and for its embedding in the surrounding user experience.
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