Rubens, Neil, Kaplan, Dain and Sugiyama, Masashi. "Active Learning in Recommender Systems." In Recommender Systems Handbook , edited by Francesco Ricci, Lior Rokach, Bracha Shapira and Paul B. Kantor , 735--767. : Springer US, 2011.