Recommender Systems

recommender systems

Survey Papers / Repos

• Deep Learning based Recommender System: A Survey and New Perspectives [1707.07435]

• grahamjenson/list_of_recommender_systems

• hongleizhang/RSPapers

Resources

• NicolasHug/Surprise

• microsoft/recommenders

Models

Implicit Feedback

• BPR: Bayesian Personalized Ranking from Implicit Feedback (BPR) [1205.2618]

• Wide and Deep [1606.07792]

• Neural Collaborative Filtering (NCF) [1708.05031]

Explicit Feedback

Others

Dataset

Metrics

• NDCG

• Hit Rate