A Comprehensive Evaluation Framework for Multi-Level Bias Analysis in Graph-Based Personalization Systems. - Hrushikesh Ahire; Gavin Rony Correia; Pinky Sherwani; Het Darshan Mehta; Marco Polignano; Giovanni Semeraro; Ernesto William De Luca (UMAP Workshops, 2026)