Outline What is Recommendation System? Nearest-Neighbor Collaborative Filtering Algorithm ■Evaluation Recommendation Systems Outline ◼ What is Recommendation System? ◼ Nearest-Neighbor Collaborative Filtering Algorithm ◼ Evaluation ◼ Recommendation Systems