Intra-session Context-aware Feed Recommendation in Live Systems

Author:

Ji Luo1,Liu Gao1,Yin Mingyang1,Yang Hongxia1

Affiliation:

1. Damo Academy, Alibaba Group, Hangzhou, China

Publisher

ACM

Reference19 articles.

1. Irwan Bello , Sayali Kulkarni , Sagar Jain , and Craig Boutilier . 2019 . Seq2Slate: Re-ranking and Slate Optimization with RNNs . In Proceedings of the Workshop on Negative Dependence in Machine Learning at the 36th International Conference on Machine Learning (ICML '19) . Irwan Bello, Sayali Kulkarni, Sagar Jain, and Craig Boutilier. 2019. Seq2Slate: Re-ranking and Slate Optimization with RNNs. In Proceedings of the Workshop on Negative Dependence in Machine Learning at the 36th International Conference on Machine Learning (ICML '19).

2. Learning to rank

3. Daqing Chang , Jintao Liu , Ziru Xu , Hang Li , Han Zhu , and Zhu Xiaoqiang . 2019 . Context-aware Tree-based Deep Model for Recommender Systems. In 3rd Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021 (DLP-KDD '21) . Daqing Chang, Jintao Liu, Ziru Xu, Hang Li, Han Zhu, and Zhu Xiaoqiang. 2019. Context-aware Tree-based Deep Model for Recommender Systems. In 3rd Workshop on Deep Learning Practice for High-Dimensional Sparse Data with KDD 2021 (DLP-KDD '21).

4. Jiawei Chen Hande Dong XiangWang Fuli Feng MengWang and Xiangnan He. 2021. Bias and Debias in Recommender System: A Survey and Future Directions. arXiv:2010.03240 [cs.IR] Jiawei Chen Hande Dong XiangWang Fuli Feng MengWang and Xiangnan He. 2021. Bias and Debias in Recommender System: A Survey and Future Directions. arXiv:2010.03240 [cs.IR]

5. A user browsing model to predict search engine click data from past observations.

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