A Comprehensive Multi-modal Approach for Enhanced Product Recommendations Based on Customer Habits

The proposed hybrid approach effectively combines different recommendation techniques, offering robustness, adaptability, and enhanced recommendation quality, with improvements in accuracy, recall, and F1 score.