Sequential Modeling with Multiple Attributes for Watchlist Recommendation in E-Commerce

Author:

Singer Uriel1,Roitman Haggai2,Eshel Yotam2,Nus Alexander2,Guy Ido3,Levi Or2,Hasson Idan2,Kiperwasser Eliyahu2

Affiliation:

1. Technion, Israel Institute of Technology, Haifa, Israel

2. eBay Research, Netanya, Israel

3. Ben-Gurion University of the Negev, Beer Sheva, Israel

Publisher

ACM

Reference32 articles.

1. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer Normalization . stat , Vol. 1050 (2016), 21. Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer Normalization. stat , Vol. 1050 (2016), 21.

2. Alex Beutel , Paul Covington , Sagar Jain , Can Xu , Jia Li , Vince Gatto , and Ed H. Chi . 2018. Latent Cross: Making Use of Context in Recurrent Recommender Systems . In Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining (Marina Del Rey, CA, USA) (WSDM '18) . Association for Computing Machinery, New York, NY, USA, 46--54. https://doi.org/10.1145/3159652.3159727 10.1145/3159652.3159727 Alex Beutel, Paul Covington, Sagar Jain, Can Xu, Jia Li, Vince Gatto, and Ed H. Chi. 2018. Latent Cross: Making Use of Context in Recurrent Recommender Systems. In Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining (Marina Del Rey, CA, USA) (WSDM '18). Association for Computing Machinery, New York, NY, USA, 46--54. https://doi.org/10.1145/3159652.3159727

3. Behavior sequence transformer for e-commerce recommendation in Alibaba

4. Sequence-Aware Factorization Machines for Temporal Predictive Analytics

5. Yotam Eshel Or Levi Haggai Roitman and Alexander Nus. 2021. PreSizE: Predicting Size in E-Commerce using Transformers. arxiv: 2105.01564 [cs.IR] Yotam Eshel Or Levi Haggai Roitman and Alexander Nus. 2021. PreSizE: Predicting Size in E-Commerce using Transformers. arxiv: 2105.01564 [cs.IR]

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