Recommender Systems

Multi-Order Attentive Ranking Model for Sequential Recommendation AAAI 2019 Neural Conversation Recommendation with Online Interaction Modeling EMNLP 2019 Neural News Recommendation with Heterogeneous User Behavior EMNLP 2019 Neural News Recommendation with Topic-Aware News Representation ACL 2019 News2vec: News Network Embedding with Subnode Information EMNLP 2019 Novel Collaborative Filtering Recommender Friendly to Privacy Protection IJCAI 2019 Personalized Neural Embeddings for Collaborative Filtering with Text NAACL 2019 Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019 Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019 Preference-Aware Task Assignment in Spatial Crowdsourcing AAAI 2019 Quaternion Collaborative Filtering for Recommendation IJCAI 2019 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019 Recommendation from Raw Data with Adaptive Compound Poisson Factorization UAI 2019 Recommender Systems: A Healthy Obsession AAAI 2019 RecoNet: An Interpretable Neural Architecture for Recommender Systems IJCAI 2019 Reducing Exploration of Dying Arms in Mortal Bandits UAI 2019 Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019 RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation AAAI 2019 Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019 Scalable Bayesian Non-linear Matrix Completion IJCAI 2019 Sequential Recommender Systems: Challenges, Progress and Prospects IJCAI 2019 Session-Based Recommendation with Graph Neural Networks AAAI 2019 Smooth neighborhood recommender systems JMLR 2019 Split Q Learning: Reinforcement Learning with Two-Stream Rewards IJCAI 2019 STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems IJCAI 2019