IEEE

Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation

Abstract: Next Point-of-interest (POI) recommendation provides valuable suggestions for users to explore their surrounding environment. Existing studies rely on building recommendation models from ...
IEEE

Next POI Recommendation Based on Spatio-Temporal Auto-Correlation Network and Meta-Learning

Abstract: In recent years, next point of interest (POI) recommendation has become an important technology in the development of location-based services. Existing methods based on Recurrent Neural ...