[1] JAMALI M, ESTER M. A matrix factorization technique with trust propagation for recommendation in social networks [C]//Proceedings of the 4th ACM Conference on Recommender Systems. New York:ACM, 2010:135-142. [2] YANG B,LEI Y, LIU D, et al. Social collaborative filtering by trust [C]//Proceedings of the 23rd International Joint Conference on Artificial Intelligence. Palo Alto: AAAI Press, 2013:2747-2753. [3] FANG H, BAO Y, ZHANG J. Leveraging decomposed trust in probabilistic matrix factorization for effective recommendation [C]//Proceedings of the 28th AAAI Conference on Artificial Intelligence. Palo Alto:AAAI Press, 2014:30-36. [4] YIN J, WANG Z, LI Q, et al. Personalized recommendation based on large-scale implicit feedback [J]. Journal of Software, 2014,25(9):1953-1966.(印鉴,王智圣,李琪,等.基于大规模隐式反馈的个性化推荐[J].软件学报,2014,25(9):1953-1966.) [5] 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. [6] TU D, SHU C, YU H. Using unified probabilistic matrix factorization for contextual advertisement recommendation [J]. Journal of Software, 2013,24(3):454-464.(涂丹丹,舒承椿,余海燕.基于联合概率矩阵分解的上下文广告推荐算法[J].软件学报,2013,24(3):454-464.) [7] JAMALI M, ESTER M. TrustWalker: a random walk model for combining trust-based and item-based recommendation [C]//Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York:ACM, 2009:397-406. [8] GUO G, ZHANG J, THALMANN D. A simple but effective method to incorporate trusted neighbors in recommender systems [J]. User Modeling, Adaptation, and Personalization, 2012:114-125. [9] MA H, KING I, LYU M R. Learning to recommend with social trust ensemble [C]//Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval. New York:ACM, 2009:203-210. [10] MA H, ZHOU D, LIU C, et al. Recommender systems with social regularization [C]//Proceedings of the 4th ACM International Conference on Web Search and Data Mining. New York:ACM, 2011:287-296. [11] LOSUP A, van de BOVENKAMP R, SHEN S, et al. Analyzing implicit social networks in multiplayer online games [J]. Internet Computing, 2014,18(3):36-44. [12] GUO G, ZHANG J, YORKE-SMITH N. TrustSVD: collaborative filtering with both the explicit and implicit influence of user trust and of item ratings [C]//Proceedings of the 29th AAAI Conference on Artificial Intelligence. Palo Alto: AAAI Press, 2015:123-129. [13] MNIH A, SALAKHUTDINOV R. Probabilistic matrix factorization [C]//Advances in Neural Information Processing Systems. Cambridge: MIT Press, 2007:1257-1264. [14] MASSA P, AVESANI P. Trust-aware bootstrapping of recommender systems [C]//Proceedings of ECAI 2006 Workshop on Recommender Systems. Amsterdam: IOS Press, 2006:29-33. [15] GUO G, ZHANG J, YORKE-SMITH N. A novel Bayesian similarity measure for recommender systems [C]//Proceedings of the 23rd International Joint Conference on Artificial Intelligence. Menlo Park: AAAI Press, 2013:2619-2625. [16] TANG J, GAO H, LIU H. mTrust: discerning multi-faceted trust in a connected world [C]//Proceedings of the 5th ACM International Conference on Web Search and Data Mining. New York:ACM, 2012:93-102. |