Time-aware sequence model for next-item recommendation
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-020-01820-2
Abstract: The sequences of users’ behaviors generally indicate their preferences, and they can be used to improve next-item prediction in sequential recommendation. Unfortunately, users’ behaviors may change over time, making it difficult to capture users’ dynamic… read more here.
Keywords: recommendation; time; next item; model ... See more keywords
GCRec: Graph-Augmented Capsule Network for Next-Item Recommendation.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3164982
Abstract: 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 been made in capturing complex item transition patterns, we… read more here.
Keywords: item; item recommendation; term; graph ... See more keywords