Fragment and Integrate Network (FIN): A Novel Spatial-Temporal Modeling Based on Long Sequential Behavior for Online Food Ordering Click-Through Rate Prediction

Author:

Li Jun1ORCID,Zhang Ge1ORCID

Affiliation:

1. Alibaba Group, Beijing, China

Publisher

ACM

Reference32 articles.

1. Spatio-temporal models for estimating click-through rate

2. Weijie Bian , Kailun Wu , Lejian Ren , Qi Pi , Yujing Zhang , Can Xiao , Xiang-Rong Sheng , Yong-Nan Zhu , Zhangming Chan , Na Mou , Xinchen Luo , Shiming Xiang , Guorui Zhou , Xiaoqiang Zhu , and Hongbo Deng . 2021 . CAN: Feature Co-Action for Click-Through Rate Prediction. arxiv : 2011.05625 [cs.IR] Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Yong-Nan Zhu, Zhangming Chan, Na Mou, Xinchen Luo, Shiming Xiang, Guorui Zhou, Xiaoqiang Zhu, and Hongbo Deng. 2021. CAN: Feature Co-Action for Click-Through Rate Prediction. arxiv: 2011.05625 [cs.IR]

3. Yue Cao XiaoJiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen and Sheng Chen. 2022. Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction. arxiv: 2205.10249 [cs.IR] Yue Cao XiaoJiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen and Sheng Chen. 2022. Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction. arxiv: 2205.10249 [cs.IR]

4. Jianxin Chang , Chenbin Zhang , Zhiyi Fu , Xiaoxue Zang , Lin Guan , Jing Lu , Yiqun Hui , Dewei Leng , Yanan Niu , Yang Song , and Kun Gai . 2023 . TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou. arxiv: 2302.02352 [cs.IR] Jianxin Chang, Chenbin Zhang, Zhiyi Fu, Xiaoxue Zang, Lin Guan, Jing Lu, Yiqun Hui, Dewei Leng, Yanan Niu, Yang Song, and Kun Gai. 2023. TWIN: TWo-stage Interest Network for Lifelong User Behavior Modeling in CTR Prediction at Kuaishou. arxiv: 2302.02352 [cs.IR]

5. Qiwei Chen , Changhua Pei , Shanshan Lv , Chao Li , Junfeng Ge , and Wenwu Ou. 2021. End-to-End User Behavior Retrieval in Click-Through RatePrediction Model. CoRR , Vol. abs/ 2108 .04468 ( 2021 ). showeprint[arXiv]2108.04468 https://arxiv.org/abs/2108.04468 Qiwei Chen, Changhua Pei, Shanshan Lv, Chao Li, Junfeng Ge, and Wenwu Ou. 2021. End-to-End User Behavior Retrieval in Click-Through RatePrediction Model. CoRR, Vol. abs/2108.04468 (2021). showeprint[arXiv]2108.04468 https://arxiv.org/abs/2108.04468

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