PG$^2$Net: Personalized and Group Preferences Guided Network for Next Place Prediction

1 code implementation • 15 Oct 2021 • Huifeng Li, Bin Wang, Fan Xia, Xi Zhai, Sulei Zhu, Yanyan Xu

Targeting this, we propose an end-to-end framework named personalized and group preference guided network (PG$^2$Net), considering the users' preferences to various places at both individual and collective levels.

Graph Embedding Management

SanMove: Next Location Recommendation via Self-Attention Network

no code implementations • 15 Dec 2021 • Huifeng Li, Bin Wang, Sulei Zhu, Yanyan Xu

To address the above challenges, we propose a novel method named SanMove, a self-attention network based model, to predict the next location via capturing the long- and short-term mobility patterns of users.