A Novel Recommendation Model Based on Trust Relations and Item Ratings in Social Networks
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Yang Xiao | Qingqi Pei | Zi Li | Haokai Song | Yong Wang | Qingqi Pei | Yong Wang | Yang Xiao | Zi Li | Haokai Song
[1] Jing Huang,et al. Improving the Recommendation of Collaborative Filtering by Fusing Trust Network , 2012, 2012 Eighth International Conference on Computational Intelligence and Security.
[2] Guibing Guo,et al. Integrating trust and similarity to ameliorate the data sparsity and cold start for recommender systems , 2013, RecSys.
[3] Le Hoang Son. Dealing with the new user cold-start problem in recommender systems: A comparative review , 2016, Inf. Syst..
[4] P. Santhi Thilagam,et al. Alleviating data sparsity and cold start in recommender systems using social behaviour , 2016, 2016 International Conference on Recent Trends in Information Technology (ICRTIT).
[5] Eric Gilbert,et al. Predicting tie strength with social media , 2009, CHI.
[6] Daniel Z. Levin,et al. The Strength of Weak Ties You Can Trust: The Mediating Role of Trust in Effective Knowledge Transfer , 2004, Manag. Sci..
[7] Michael R. Lyu,et al. SoRec: social recommendation using probabilistic matrix factorization , 2008, CIKM '08.
[8] Martin Ester,et al. TrustWalker: a random walk model for combining trust-based and item-based recommendation , 2009, KDD.
[9] Laizhong Cui,et al. A comprehensive trust-based item evaluation model for recommendation in social network , 2016, 2016 IEEE Symposium on Computers and Communication (ISCC).
[10] Gerhard Friedrich,et al. Recommender Systems - An Introduction , 2010 .
[11] Ruslan Salakhutdinov,et al. Probabilistic Matrix Factorization , 2007, NIPS.
[12] Kai Chen,et al. Collaborative filtering and deep learning based recommendation system for cold start items , 2017, Expert Syst. Appl..
[13] Michael McGill,et al. Introduction to Modern Information Retrieval , 1983 .
[14] Cécile Paris,et al. A survey of trust in social networks , 2013, CSUR.
[15] Jiming Liu,et al. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Social Collaborative Filtering by Trust , 2022 .
[16] Michael R. Lyu,et al. Learning to recommend with social trust ensemble , 2009, SIGIR.
[17] Mohammad Ali Abbasi,et al. Trust-Aware Recommender Systems , 2014 .
[18] Martin Ester,et al. A matrix factorization technique with trust propagation for recommendation in social networks , 2010, RecSys '10.
[19] Daniel Thalmann,et al. A simple but effective method to incorporate trusted neighbors in recommender systems , 2012, UMAP.
[20] Jun Ma,et al. A novel recommendation approach based on users’ weighted trust relations and the rating similarities , 2016, Soft Comput..
[21] Ee-Peng Lim,et al. Trust-Aware Recommender Systems , 2014 .