Deep Session Interest Network for Click-Through Rate Prediction

Long short-term memory

Sepp Hochreiter and Jrgen Schmidhuber · 1997

Earlier work this paper cites.

Item-based collaborative filtering recommendation algorithms

Badrul Munir Sarwar, George Karypis, Joseph A Konstan, John Riedl, et al · 2001

Earlier work this paper cites.

Framewise phoneme classification with bidirectional lstm and other neural network architectures

Alex Graves and Jrgen Schmidhuber · 2005

Earlier work this paper cites.

Neural machine translation by jointly learning to align and translate

Original

Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014

Earlier work this paper cites.

Session-based recommendations with recurrent neural networks

Original

Balzs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk · 2015

Earlier work this paper cites.

Wide & deep learning for recommender systems

Heng-Tze Cheng, Levent Koc, Jeremiah Harmsen, Tal Shaked, Tushar Chandra, Hrishi Aradhye, Glen Anderson, Greg Corrado, Wei Chai, Mustafa Ispir, et al · 2016

Earlier work this paper cites.

Deep neural networks for youtube recommendations

Covington, Paul, Adams, Jay, Sargin, and Emre · 2016

Earlier work this paper cites.

General factorization framework for context-aware recommendations

Balzs Hidasi and Domonkos Tikk · 2016

Earlier work this paper cites.

Parallel recurrent neural network architectures for feature-rich session-based recommendations

Balázs Hidasi, Massimo Quadrana, Alexandros Karatzoglou, and Domonkos Tikk · 2016

Cited alongside, same era.

Deepfm: a factorization-machine based neural network for ctr prediction

Original

Huifeng Guo, Ruiming Tang, Yunming Ye, Zhenguo Li, and Xiuqiang He · 2017

Cited alongside, same era.

Neural attentive session-based recommendation

Jing Li, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tao Lian, and Jun Ma · 2017

Cited alongside, same era.

Personalizing session-based recommendations with hierarchical recurrent neural networks

Massimo Quadrana, Alexandros Karatzoglou, Balázs Hidasi, and Paolo Cremonesi · 2017

Cited alongside, same era.

Attention is all you need

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, ukasz Kaiser, and Illia Polosukhin · 2017

Cited alongside, same era.

Real-time personalization using embeddings for search ranking at airbnb

Mihajlo Grbovic and Haibin Cheng · 2018

Later among the works it cites.

Self-attentive sequential recommendation

Wang-Cheng Kang and Julian McAuley · 2018

Later among the works it cites.

Learning from history and present: Next-item recommendation via discriminatively exploiting user behaviors

Zhi Li, Hongke Zhao, Qi Liu, Zhenya Huang, Tao Mei, and Enhong Chen · 2018

Later among the works it cites.

Stamp: short-term attention/memory priority model for session-based recommendation

Qiao Liu, Yifu Zeng, Refuoe Mokhosi, and Haibin Zhang · 2018

Later among the works it cites.

Personalized top-n sequential recommendation via convolutional sequence embedding

Jiaxi Tang and Ke Wang · 2018

Later among the works it cites.

Atrank: An attention-based user behavior modeling framework for recommendation