Concepedia

Factored similarity models with social trust for top-N item recommendation

Guibing Guo, Jie Zhang, Feida Zhu, Xingwei Wang

Knowledge-Based Systems · 2017 · 70 citations · 26 references

Open access

Concepts

ComputingData ScienceRecommender SystemsSocial InfluenceCollaborative FilteringEvaluation Of Recommender SystemsMatrix FactorizationRecommendation EvaluationRecommendation SystemsTrust-aware RecommendationSimilarity DetectionSocial Trust NetworksTop-n RecommendationTop-n Recommendation AccuracyTrust-aware RankingTrust-aware Top-n Recommendation

References

26

BPR: Bayesian Personalized Ranking from Implicit Feedback

Steffen Rendle, Christoph Freudenthaler, Zeno Gantner et al. · arXiv (Cornell University) · 2012 · 4.4K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +13

Factorization meets the neighborhood

Yehuda Koren · 2008 · 3.9K citations

Computing, Computer Science, Algorithms +3

Collaborative Filtering for Implicit Feedback Datasets

Yifan Hu, Yehuda Koren, Chris Volinsky · 2008 · 3.2K citations

Computing, Data Science, Data Mining +16

Recommender systems with social regularization

Hao Ma, Dengyong Zhou, Chao Liu et al. · 2011 · 1.7K citations

Computing, Data Science, Recommender Systems +16

A matrix factorization technique with trust propagation for recommendation in social networks

Mohsen Jamali, Martin Ester · 2010 · 1.7K citations

Computing, Data Science, Data Mining +15