| [1] Adomavicius G, Tuzhilin A. Toward the next generation of recommender systesm: A survey of the state-of-the-art and possible extensions[J]. IEEE Transactions on Knowledge and Data Engineering, 2005,17(6):734-749.[2] Ge M, Delgado-Battenfeld C, Jannach D. Beyond accuracy: evaluating recommender system by coverage and serendipity[C]//Proceeding of the Fourth ACM Conference on Recommender Systems. 2010: 257-160.[3] Baeza-Yates R, Ribeiro-Neto B. Modern information retrieval[M]. New York: Addison-Wesley Publishing Co, 1999.[4] Shardanand U, Maes P. Social information filtering: Algorithms for automating "Word of Mouth"[C]//Proc of the Conf on Human Factors in Computing Systems. New York: ACM Press, 1995:210-217.[5] Hill W, Stead L, Rosenstein M, et al. Recommending and evaluating choices in a virtual community of use[C]//Proc of the Conf on Human Factors in Computing Systems. New York: ACM Press, 1995: 194-201.[6] Billsus D, Pazzani M. User modeling for adaptive news access[J]. User Modeling and User-Adapter Interaction, 2000, 10(2/3):147-180.[7] Melville P, Mooney R, Nagarajan R. Content-boosted collaborative filtering for improved recommendation[C]//Proceeding of the 18th National Conf on Artificial Intelligence Menlo Park: American Association for Artificial Intelligence. 2002: 187-192.[8] Ansari A, Essegaier S, kohli R. Internet recommendations system[J]. Journal of Marketing Research, 2000, 37(3):363-375.[9] Luis M de Campos, Juan M Fernández-Luna, Juan F Huete, et al. Combining content-based nad collaborative recommendations: A hybrid approach based on Bayesian networks[J]. International Journal of Approximate Reasoning, 2010, 51(7): 758-799.[10] Melville P,Mooney R J, Nagarajan R. Content-boosted collaborative filtering for improved recommendations[C]//Proc 18th Nat’l Conf Artificial Intelligence. 2002:187-192.[11] Chen L H. Enhancement of student learning performance using personalized diagnosis and remedial learning system[J]. Computers & Education, 2011, 56(1): 289-299.[12] Klašnja-Milicevic A, Vesin B, Ivanovic M, et al. E-learning personalization based on hybrid recommendation strategy and learning style identification[J]. Computers & Education, 2011, 56(3): 885-899.[13] Cacheda F, Carneiro V, Ferna'ndez D. Comparison of collaborative filtering algorithms: Limitations of current techniques and proposals for scalable, high-performance recommender systems[J]. ACM Transactions on the Web, 2011, 5(1):2.[14] Zhou J, Luo T J. Modeling learners and contents in academic-oriented recommendation framework[C]//IEEE International Conference on Social Computing and its Applications. 2011.[15] Sarwar B, Karypis G, Konstan J. Analysis of recommendation algorithms for e-commerce[C]//2nd Proceedings of the ACM E-Commerce. 2000: 158-167.[16] Sarwar B, Karypis G, Konstan J, et al. Item-based collaborative filtering recommendation algorithms[C]//WWW Proceedings of the 10th International Conference on World Wide Web. 2001, 1(3):285-295.[17] Breese J S, Heckerman D, Kadie C. Empirical analysis of predictive algorithms for collaborative filtering[C]//Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence. 1998: 43-52. |
