Efficiently Maintaining Next Basket Recommendations under Additions and Deletions of Baskets and Items

1 code implementation • 27 Jan 2022 • Benjamin Longxiang Wang, Sebastian Schelter

Our results show that our method provides constant update time efficiency with respect to an additional user basket in the incremental case, and linear efficiency in the decremental case where we delete existing baskets.

Next-basket recommendation Sequential Recommendation