推荐系统论文

论文题目	关键词＋概述	资源路径
Explainable Reasoning over Knowledge Graphs for Recommendation	aaai 2019	代码
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences	www 2019	code
TEM: Tree-enhanced Embedding Model for Explainable Recommendation	www 2018
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination	aaai 2019	(code)[https://github.com/sjy1203/GAMENet]
Recommendation Through Mixtures of Heterogeneous Item Relationships	CIKM 2018	(code)[https://github.com/kang205/MoHR]
Deep neural network marketplace recommenders in online experiments	RecSys 2018
Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation	CIKM 2018	(code)[https://github.com/Coder-Yu/RecQ]
Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors	SIGKDD 2018
An Adaptive Aspect Attention Model for Rating Prediction	IJCAI 2018	code
Micro Behaviors: A New Perspective in E-commerce Recommender Systems	WSDM 2018
Attention-based Group Recommendation
Recommendation in Heterogeneous Information Networks Based on Generalized Random Walk Model and Bayesian Personalized Ranking	WSDM 2018
Factorizing Personalized Markov Chains for Next-Basket Recommendation	2010

通用领域论文

论文题目	关键词＋概述	资源路径	说明（创新点）
Zero-Shot Learning Through Cross-Modal Transfer	Zero-Shot		将image映射到一个semantic空间，增加一个指示变量（可以基于异常检测等算法），判断image属于seen还是unseen。对seen的样本建立可监督分类器。对于unseen的样本，将其映射到semantic空间后，通过与label的word vector对比得到结果。文章最关键的核心在于

论文题目	关键词＋概述	资源路径	说明（创新点）
From RankNet to LambdaRank to LambdaMART: An Overview	learning to rank 综述论文