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
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]
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]