Alifiah Ghaniyyu Widyaningrum

A Systematic Review of AI Personalization for Data Privacy and Recommendation Quality

The findings indicate that hybrid deep learning architectures improve recommendation performance under data sparsity and cold-start conditions, while context-aware approaches enhance personalization through dynamic adaptation to user behavior and contextual information.