[1] 王国霞,刘贺平.个性化推荐系统综述[J].计算机工程与应用,2012, 48(7):66-76.(WANG G X, LIU H P. Survey of personalized recommendation system[J]. Computer Engineering and Applications, 2012, 48(7):66-76.) [2] SARWAR B, KARYPIS G, KONSTAN J, et al. Item-based collaborative filtering recommendation algorithms[C]//Proceedings of the 10th International Conference on World Wide Web. New York:ACM, 2001:285-295. [3] SALAKHUTDINOV R, MNIH A, HINTON G. Restricted boltzmann machines for collaborative filtering[C]//Proceedings of the 24th International Conference on Machine Learning. New York:ACM, 2007:791-798. [4] KOREN Y. Factorization meets the neighborhood:a multifaceted collaborative filtering model[C]//Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York:ACM, 2008:426-434. [5] ZHOU T, REN J, MEDO M, et al. Bipartite network projection and personal recommendation[J]. Physical Review E, 2007, 76(4):046115. [6] DING Y, LI X. Time weight collaborative filtering[C]//Proceedings of the 14th ACM International Conference on Information and Knowledge Management. New York:ACM, 2005:485-492. [7] 孙光福,吴乐,刘淇,等.基于时序行为的协同过滤推荐算法[J].软件学报, 2013,24(11):2721-2733.(SUN G F, WU L, LIU Q, et al. Recommendations based on collaborative filtering by exploiting sequential behaviors[J]. Journal of Software, 2013, 24(11):2721-2733.) [8] KOREN Y. Collaborative filtering with temporal dynamics[J]. Communications of the ACM, 2010, 53(4):89-97. [9] XIANG L, YANG Q. Time-dependent models in collaborative filtering based recommender system[C]//Proceedings of the 2009 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technologies. Piscataway, NJ:IEEE, 2009:450-457. [10] KOREN Y, BELL R, VOLINSKY C. Matrix factorization techniques for recommender systems[J]. Computer, 2009, 42(8):30-37. [11] ADOMAVICIUS G, TUZHILIN A. Context-aware recommender systems[M]//Recommender Systems Handbook. Berlin:Springer, 2011:217-253. [12] 杨兴耀,于炯,吐尔根·依布拉音,等.考虑项目属性的协同过滤推荐模型[J].计算机应用, 2013, 33(11):3062-3066.(YANG X Y, YU J, TURGUN I, et al. Collaborative filtering recommendation models considering item attributes[J]. Journal of Computer Applications, 2013, 33(11):3062-3066.) [13] RESNICK P, IACOVOU N, SUCHAK M, et al. GroupLens:an open architecture for collaborative filtering of netnews[C]//Proceedings of the 1994 ACM Conference on Computer Supported Cooperative Work. New York:ACM, 1994:175-186. HUANG Kai, born in 1988, M. S. candidate. His research interests include data mining, recommender system.ZHANG Xihuang, born in 1962, Ph. D., professor. Her research interests include embedded system, computer networking. |