ChaoYue0307 / Recommender-System

Some algorithms about traditional and social recommendation.

特此总结传统与社交之推荐方法，如若有识之士欲共谋此事，欢迎*扰。

我的主页Honglei Zhang

我的知乎张小磊

Traditional recommendation

Some algorithms about traditional recommendation

• UserCF[Resnick et al. 1994]
• ItemCF[Sarwar et al. 2001]
• FunkSVD[Simon Funk. 2006]
• FunkSVDwithR[Simon Funk. 2006]
• BiasSVD[Koren et al. 2009]
• SVD++[Koren et al. 2010]
• TriCF[YuHe et al. 2017]

Social recommendation

Some algorithms about social recommendation

• SocialRec[Ma et al. 2008]
• RSTE[Ma et al. 2009]
• TrustWalker[Jamali and Ester. 2009]
• SocialMF[Jamali and Ester 2010]
• SocialReg[Ma et al. 2011]
• TrustSVD[Guo et al. 2015]