Next basket recommendation is a challenging problem, mainly due to the relationships
among the items in a basket almost not being considered in current research. In this article …

Next basket recommendation with consideration of user sequential shopping behaviors
plays a significant role in E-commerce to improve the user experience and service quality …

Abstract Next Basket Recommendation system analyzes users' past interactions to provide
personalized recommendations. For a better understanding of the complex relations …

The next-item recommendation can extract critical information from the historical sequence
and predict the next actions of users. To better extract users' interests, some sequential …

Next basket recommendation is a new type of recommendation, which recommends a set of
items, or a basket, to the user. Purchase in basket is a common behavior of consumers …

Next-item recommendation has been a hot research, which aims at predicting the next
action by modeling users' behavior sequences. While previous efforts toward this task have …

Traditional approaches to next item and next basket recommendation typically extract users'
interests based on their past interactions and associated static contextual information (eg a …

Next-basket recommendation considers the problem of recommending a set of items into the
next basket that users will purchase as a whole. In this paper, we develop a novel mixed …

Next basket recommendation (NBR) is an essential task within the realm of recommendation
systems and is dedicated to the anticipation of user preferences in the next moment based …

To solve the problem that when using recurrent neural network will forget the previously
learned basket information and cannot reflect the user's real purchase intention. A next …