A Generative-Augmented Deep Matrix Factorization Model for POI Recommendations
Deep matrix factorization has become a pivotal technique for Point of Interest (POI) recommendations, effectively capturing complex user-POI interactions to improve user experiences. However, these systems often face challenges such as data sparsity and the geographical constraints of POIs. To addre…