Modeling Sequential Collaborative User Behaviors For Seller-Aware Next Basket Recommendation

Z Kou, S Manchanda, ST Lin, M Xie, H Wang… - Proceedings of the …, 2023 - dl.acm.org
Next Basket Recommendation (NBR) aims to recommend a set of products as a basket to
users based on their historical shopping behavior. In this paper, we investigate the problem …

Generative next-basket recommendation

W Sun, R Xie, J Zhang, WX Zhao, L Lin… - Proceedings of the 17th …, 2023 - dl.acm.org
Next-basket Recommendation (NBR) refers to the task of predicting a set of items that a user
will purchase in the next basket. However, most of existing works merely focus on the …

Recency aware collaborative filtering for next basket recommendation

G Faggioli, M Polato, F Aiolli - Proceedings of the 28th ACM Conference …, 2020 - dl.acm.org
E-commerce and online services are getting more and more ubiquitous day by day. Like
many other e-commerce paradigms, online grocery services can highly benefit from …

[PDF][PDF] An empirical study of next-basket recommendations

Z Shao, S Wang, Q Zhang, W Lu, Z Li… - arXiv preprint arXiv …, 2023 - researchgate.net
Next Basket Recommender Systems (NBRs) are designed to suggest the next shopping
basket for a user by modeling their preferences based on their purchase history, typically …

A heterogeneous couplings and persuasive user/item information model for next basket recommendation

JK Arthur, C Zhou, J Osei-Kwakye, EA Mantey… - … Applications of Artificial …, 2022 - Elsevier
Abstract Next Basket Recommender Systems (NBRS) are session-based recommenders
that leverage a user's sequential behaviour and context to predict the next items they could …

Interactive sequential basket recommendation by learning basket couplings and positive/negative feedback

W Wang, L Cao - ACM Transactions on Information Systems (TOIS), 2021 - dl.acm.org
Sequential recommendation, such as next-basket recommender systems (NBRS), which
model users' sequential behaviors and the relevant context/session, has recently attracted …

Next Basket Recommendation with Intent-aware Hypergraph Adversarial Network

R Li, L Zhang, G Liu, J Wu - Proceedings of the 46th International ACM …, 2023 - dl.acm.org
Next Basket Recommendation (NBR) that recommends a basket of items to users has
become a promising promotion artifice for online businesses. The key challenge of NBR is …

Multi-view multi-aspect neural networks for next-basket recommendation

Z Deng, J Li, Z Guo, W Liu, L Zou, G Li - Proceedings of the 46th …, 2023 - dl.acm.org
Next-basket recommendation (NBR) is a type of recommendation that aims to recommend a
set of items to users according to their historical basket sequences. Existing NBR methods …

Multi-aspect interest neighbor-augmented network for next-basket recommendation

Z Deng, J Li, Z Guo, G Li - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Next-basket recommendation (NBR) is a type of recommendation task that focuses on
mining user interests based on the sequential basket records in which users purchase …

Correlation-sensitive next-basket recommendation

DT Le, HW Lauw, Y Fang - 2019 - eprints.uet.vnu.edu.vn
Items adopted by a user over time are indicative of the underlying preferences. We are
concerned with learning such preferences from observed sequences of adoptions for …