The latest research positions graph-based collaborative filtering as an effective strategy in recommendation systems, enabling the analysis of user preferences via user-item interaction graphs.

The deployment of recommender systems has become increasingly widespread, leveraging users’ past behaviors to predict future preferences. Collaborative Filtering (CF) is a foundational method that ...