ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping

Author:

Ariannezhad Mozhdeh1,Jullien Sami1,Li Ming1,Fang Min2,Schelter Sebastian1,de Rijke Maarten1

Affiliation:

1. University of Amsterdam, Amsterdam, Netherlands

2. Albert Heijn, Zaandam, Netherlands

Publisher

ACM

Reference31 articles.

1. Ashton Anderson , Ravi Kumar , Andrew Tomkins , and Sergei Vassilvitskii . 2014 . The Dynamics of Repeat Consumption. In 23rd International World Wide Web Conference, WWW '14 , Seoul, Republic of Korea, April 7--11 , 2014 . ACM, 419--430. https://doi.org/10.1145/2566486.2568018 Ashton Anderson, Ravi Kumar, Andrew Tomkins, and Sergei Vassilvitskii. 2014. The Dynamics of Repeat Consumption. In 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7--11, 2014 . ACM, 419--430. https://doi.org/10.1145/2566486.2568018

2. Mozhdeh Ariannezhad , Sami Jullien , Pim Nauts , Min Fang , Sebastian Schelter , and Maarten de Rijke . 2021 . Understanding Multi-channel Customer Behavior in Retail. In CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event , Queensland, Australia, November 1 - 5 , 2021 . ACM, 2867--2871. https://doi.org/10.1145/3459637.3482208 Mozhdeh Ariannezhad, Sami Jullien, Pim Nauts, Min Fang, Sebastian Schelter, and Maarten de Rijke. 2021. Understanding Multi-channel Customer Behavior in Retail. In CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021 . ACM, 2867--2871. https://doi.org/10.1145/3459637.3482208

3. ITEM2VEC: Neural item embedding for collaborative filtering

4. Modeling User Consumption Sequences

5. Buy It Again

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