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Session-based recommendation nowadays plays a vital role in many websites, which aims to predict users' actions based on anonymous sessions.
Item-based Collaborative Filtering Recommendation Algorithms. In WWW
Badrul Munir Sarwar, George Karypis, Joseph A. Konstan, and John Riedl. 2001 · 2001
Earlier work this paper cites.
BPR: Bayesian Personalized Ranking from Implicit Feedback. In UAI
Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009 · 2009
Earlier work this paper cites.
The Graph Neural Network Model
Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, and Gabriele Monfardini. 2009 · 2009
Earlier work this paper cites.
Factorizing Personalized Markov Chains for Next-basket Recommendation. In WWW
Steffen Rendle, Christoph Freudenthaler, and Lars Schmidt-Thieme. 2010 · 2010
Earlier work this paper cites.
Session-based Recommendations with Recurrent Neural Networks. In ICLR
Balázs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk. 2016 · 2016
Cited alongside, same era.
Gated Graph Sequence Neural Networks. In ICLR
Yujia Li, Daniel Tarlow, Marc Brockschmidt, and Richard Zemel. 2016 · 2016
Cited alongside, same era.
Semi-Supervised Classification with Graph Convolutional Networks. In ICLR
Thomas N. Kipf and Max Welling. 2017 · 2017
Cited alongside, same era.
Neural Attentive Session-based Recommendation. In CIKM
Jing Li, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tao Lian, and Jun Ma. 2017 · 2017
Cited alongside, same era.
STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation. In KDD
Qiao Liu, Yifu Zeng, Refuoe Mokhosi, and Haibin Zhang. 2018 · 2018
Later among the works it cites.
Deep Interest Network for Click-Through Rate Prediction. In KDD
Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, and Kun Gai. 2018 · 2018
Later among the works it cites.
Session-based Recommendation with Graph Neural Networks. In AAAI
Shu Wu, Yuyuan Tang, Yanqiao Zhu, Liang Wang, Xing Xie, and Tieniu Tan. 2019 · 2019
Later among the works it cites.
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