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Yue Shi, Martha Larson, Alan Hanjalic. Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges. ACM Computing Surveys, 47(1):3, 2014. [doi]
Abstract is missing.