2018年 10篇经典的推荐系统文章

Reinforcement Learning based Recommender System using Biclustering Technique；

Learning Continuous User Representations through Hybrid Filtering with doc2vec；

Deep Reinforcement Learning for List-wise Recommendations；

Leveraging Long and Short-term Information in Content-aware Movie Recommendation；

Deep Collaborative Autoencoder for Recommender Systems: A Unified Framework for Explicit and Implicit Feedback；

Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works；

A Context-Aware User-Item Representation Learning for Item Recommendation；

Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time；

Recommender Systems with Random Walks: A Survey；

Deep Learning Based Recommender System: a Survey and New Perspectives；

Auto-Encoding User Ratings via Knowledge Graphs in Recommendation Scenarios；

A Deep Multimodal Approach for Cold-start Music Recommendation