CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services

Author:

Jiang Guyu1ORCID,Li Xiaoyun1ORCID,Jing Rongrong2ORCID,Zhao Ruoqi2ORCID,Ni Xingliang2ORCID,Cao Guodong2ORCID,Hu Ning3ORCID

Affiliation:

1. Alibaba Group, Shanghai, China

2. Alibaba Group, Beijing, China

3. Alibaba Group, Hangzhou, China

Publisher

ACM

Reference16 articles.

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4. Boya Du , Shaochuan Lin , Jiong Gao , Xiyu Ji , MengyaWang, Taotao Zhou , Hengxu He , Jia Jia , and Ning Hu . 2022 . BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service. arXiv preprint arXiv:2211.12033 (2022). Boya Du, Shaochuan Lin, Jiong Gao, Xiyu Ji, MengyaWang, Taotao Zhou, Hengxu He, Jia Jia, and Ning Hu. 2022. BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service. arXiv preprint arXiv:2211.12033 (2022).

5. Adaptive subgradient methods for online learning and stochastic optimization;Duchi John;Journal of machine learning research,2011

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