19 citations · 38 across the 4 of their papers we have counts for
4 papers
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
Ming Li, Yuanna Liu, Sami Jullien +4
Next basket recommendation (NBR) is a special type of sequential recommendation that is increasingly receiving attention. So far, most NBR studies have focused on optimizing the ac…
Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation in Grocery Shopping
Ming Li, Mozhdeh Ariannezhad, Andrew Yates +1
Next basket recommendation (NBR) is the task of predicting the next set of items based on a sequence of already purchased baskets. It is a recommendation task that has been widely…
A Simulation Environment and Reinforcement Learning Method for Waste Reduction
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth +1
In retail (e.g., grocery stores, apparel shops, online retailers), inventory managers have to balance short-term risk (no items to sell) with long-term-risk (over ordering leading…
A Next Basket Recommendation Reality Check
Ming Li, Sami Jullien, Mozhdeh Ariannezhad +1
The goal of a next basket recommendation (NBR) system is to recommend items for the next basket for a user, based on the sequence of their prior baskets. Recently, a number of meth…