I'm doing some light reading about creating/coding a recommendation engine. Here are the papers that I'm starting with:
Large-scale Parallel Collaborative Filtering for the Netflix Prize (2008)
Matrix Factorization Techniques for Recommender Systems (2009)
Recommender Systems (2010)
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