Learning to Ride a Buy-Cycle: A Hyper-Convolutional Model for Next Basket Repurchase Recommendation

Author:

Katz Ori1,Barkan Oren2,Koenigstein Noam3,Zabari Nir4

Affiliation:

1. Microsoft, Israel and Technion, Israel

2. The Open University, Israel and Microsoft, Israel

3. Microsoft R&D, Microsoft, Israel and Faculty of Engineering, Tel-Aviv University, Israel

4. Microsoft, Israel and The Hebrew University, Israel

Publisher

ACM

Reference34 articles.

1. The dynamics of repeat consumption

2. Mozhdeh Ariannezhad Sami Jullien Ming Li Min Fang Sebastian Schelter and Maarten de Rijke. 2022. ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping. (2022). Mozhdeh Ariannezhad Sami Jullien Ming Li Min Fang Sebastian Schelter and Maarten de Rijke. 2022. ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping. (2022).

3. Ting Bai , Jian-Yun Nie , Wayne Xin Zhao , Yutao Zhu , Pan Du , and Ji-Rong Wen . 2018 . An Attribute-Aware Neural Attentive Model for Next Basket Recommendation. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval ( Ann Arbor, MI, USA) (SIGIR ’18). Association for Computing Machinery, New York, NY, USA, 1201–1204. https://doi.org/10.1145/3 209978.3210129 Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, and Ji-Rong Wen. 2018. An Attribute-Aware Neural Attentive Model for Next Basket Recommendation. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval(Ann Arbor, MI, USA) (SIGIR ’18). Association for Computing Machinery, New York, NY, USA, 1201–1204. https://doi.org/10.1145/3209978.3210129

4. CTRec

5. A Recurrent Model with Self-attention for Product Repurchase Recommendation

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1. Online grocery shopping recommender systems: Common approaches and practices;Computers in Human Behavior;2024-10

2. Personalized Cadence Awareness for Next Basket Recommendation;ACM Transactions on Recommender Systems;2024-08-02

3. Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

4. Measuring Item Fairness in Next Basket Recommendation: A Reproducibility Study;Lecture Notes in Computer Science;2024

5. DPGN: Denoising Periodic Graph Network for Life Service Recommendation;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

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