Janusz T. Starczewski

Next Point of Interest Prediction Using Graph Attention Networks and Cognitive Navigational Styles

2025

Next POI of interest prediction (Next POI) is a fundamental task in both location-based services and recommendation systems. However, previous approaches rarely consider individual differences in navigation strategy and spatial cognition. This paper proposes a …