M. ROHIT and N. SRINIVASU 2025. Investigating AI-Driven Collaborative Filtering, Content-Based Filtering, and Hybrid Models for Personalized ProductRecommendations in E-Commerce. Utilitas Mathematica . 122, Special Issue-1 (Aug. 2025), 1471–1479.