A Universal Sets-level Optimization Framework for Next Set Recommendation
Next Set Recommendation (NSRec), encompassing related tasks such as next basket
recommendation and temporal sets prediction, stands as a trending research topic. Although …
recommendation and temporal sets prediction, stands as a trending research topic. Although …
Temporal dual-target cross-domain recommendation framework for next basket recommendation
JK Arthur, C Zhou, XJ Shen, RW Amber-Doh… - Discover …, 2024 - Springer
Abstract Next Basket Recommender systems in e-commerce face challenges such as data
sparsity, evolving user preferences, and cross-domain transfer limitations. We propose the …
sparsity, evolving user preferences, and cross-domain transfer limitations. We propose the …
SAFERec: Self-Attention and Frequency Enriched Model for Next Basket Recommendation
O Lashinin, D Krasilnikov, A Milogradskii… - arXiv preprint arXiv …, 2024 - arxiv.org
Transformer-based approaches such as BERT4Rec and SASRec demonstrate strong
performance in Next Item Recommendation (NIR) tasks. However, applying these …
performance in Next Item Recommendation (NIR) tasks. However, applying these …
Basket-Enhanced Heterogenous Hypergraph for Price-Sensitive Next Basket Recommendation
Y Zhou, Y Wang, Q Cui, X Guan, F Cisternas - arXiv preprint arXiv …, 2024 - arxiv.org
Next Basket Recommendation (NBR) is a new type of recommender system that predicts
combinations of items users are likely to purchase together. Existing NBR models often …
combinations of items users are likely to purchase together. Existing NBR models often …