Machine Learning-Based Personalized Recommendation Algorithms and Their Applications

This book introduces innovative machine learning-based algorithms and a prototype system for personalized book recommendations, addressing key challenges such as inefficiency, data sparsity, cold-start issues, and user interest drift.