Modeling Dual Period-Varying Preferences for Takeaway Recommendation

Author:

Zhang Yuting1ORCID,Wu Yiqing1ORCID,Le Ran2ORCID,Zhu Yongchun1ORCID,Zhuang Fuzhen3ORCID,Han Ruidong2ORCID,Li Xiang4ORCID,Lin Wei4ORCID,An Zhulin5ORCID,Xu Yongjun5ORCID

Affiliation:

1. Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China

2. Meituan, Beijing, China

3. Institute of Artificial Intelligence, Beihang University, Beijing, China

4. Unaffiliated, Beijing, China

5. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference45 articles.

1. 2023. Number of users of the online food delivery market worldwide in 2022 and 2027 , by region. https://www.statista.com/forecasts/1358171/online-food- delivery-users-by-region-worldwide. 2023. Number of users of the online food delivery market worldwide in 2022 and 2027, by region. https://www.statista.com/forecasts/1358171/online-food- delivery-users-by-region-worldwide.

2. Rianne van den Berg , Thomas N Kipf , and Max Welling . 2017. Graph convolutional matrix completion. arXiv preprint arXiv:1706.02263 ( 2017 ). Rianne van den Berg, Thomas N Kipf, and Max Welling. 2017. Graph convolutional matrix completion. arXiv preprint arXiv:1706.02263 (2017).

3. Neural Attentional Rating Regression with Review-level Explanations

4. Efficient neural matrix factorization without sampling for recommendation;Chen Chong;ACM Transactions on Information Systems (TOIS),2020

5. Pixie

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1. DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Interest Clock: Time Perception in Real-Time Streaming Recommendation System;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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