Concepedia

Joint Personalized Markov Chains with social network embedding for cold-start recommendation

Yijia Zhang, Zhenkun Shi, Wanli Zuo, Lin Yue, Shining Liang, Xue Li

Neurocomputing · 2019 · 46 citations · 39 references

Concepts

ComputingData ScienceRecommender SystemsCold-start RecommendationCollaborative FilteringMarkov ChainsMarkov ProcessesOnline RecommendationSocial Network AnalysisCold Start ModelingCold-start Session RecommendationGenerative Recommendation For Cold-startMarkov Chain RecommendationRepresentation Learning For Cold-startSession-based Cold-start RecommendationUser Cold-start Recommendation

References

39

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.7K citations

Computing, Computer Science, Information Retrieval +13

Aditya Grover, Jure Leskovec · 2016 · 10.9K citations

Computing, Computer Science, Feature Engineering +16

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

Factorizing personalized Markov chains for next-basket recommendation

Steffen Rendle, Christoph Freudenthaler, Lars Schmidt-Thieme · 2010 · 2.7K citations

Computing, Computer Science, Bayesian Data Analysis +15