Session-based Recommendation with Graph Neural Networks

Keywords

Session (web analytics), Embedding, Recommender system, Graph, Artificial neural network

References

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• Session-aware Information Embedding for E-commerce Product RecommendationChen Wu, Ming Yan — 2017
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Cited by

• Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural NetworksZeyu Cui, Zekun Li, Shu Wu — 2019
• A Survey on Session-based Recommender SystemsShoujin Wang, Longbing Cao, Yan Wang — 2019
• Multi-Scale Quasi-RNN for Next Item RecommendationChaoyue He, Yong Liu, Qingyu Guo — 2019
• Hierarchical Graph Convolutional Networks for Semi-supervised Node ClassificationFenyu Hu, Yanqiao Zhu, Shu Wu — 2019
• Deep Learning-Based Sequential Recommender Systems: Concepts, Algorithms, and EvaluationsHui Fang, Danning Zhang, Yiheng Shu — 2019
• Sequence and Time Aware Neighborhood for Session-based Recommendations: STAND. Garg, Priyanka Gupta, Pankaj Malhotra — 2019
• Deep Personalized Re-targetingMeisam Hejazinia, Pavlos Mitsoulis-Ntompos, Serena Zhang — 2019
• Neural Session-Aware RecommendationTừ Minh Phương, Tran Cong Thanh, Ngo Xuan Bach — 2019
• A Simple Deep Personalized Recommendation SystemPavlos Mitsoulis-Ntompos, Meisam Hejazinia, Serena Zhang — 2019
• Correlation-Sensitive Next-Basket RecommendationDuc-Trong Le, Hady W. Lauw, Yuan Fang — 2019
• Graph Contextualized Self-Attention Network for Session-based RecommendationChengfeng Xu, Pengpeng Zhao, Yanchi Liu — 2019
• Sequential Recommender Systems: Challenges, Progress and ProspectsShoujin Wang, Liang Hu, Yan Wang — 2019
• Accelerated learning from recommender systems using multi-armed banditMeisam Hejazinia, Kyler M. Eastman, Ye Shuqin — 2019
• GACOforRec: Session-Based Graph Convolutional Neural Networks Recommendation ModelMingge Zhang, Zhenyu Yang — 2019
• NISER: Normalized Item and Session Representations with Graph Neural NetworksPriyanka Gupta, D. Garg, Pankaj Malhotra — 2019
• Relation-Aware Graph Convolutional Networks for Agent-Initiated Social E-Commerce RecommendationFengli Xu, Jianxun Lian, Zhenyu Han — 2019
• Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR PredictionZekun Li, Zeyu Cui, Shu Wu — 2019
• Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-SupervisionAli Sadeghian, Shervin Minaee, Ioannis Partalas — 2019
• Graph-based knowledge tracing: Modeling student proficiency using graph neural networksNakagawa Hiromi, Yusuke Iwasawa, Yutaka Matsuo — 2019
• Personalizing Graph Neural Networks with Attention Mechanism for Session-based RecommendationMengqi Zhang, Shu Wu, Meng Gao — 2019

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