9.8 Summary

This chapter introduces the concept of collaborative filtering, which is widely used in recommender systems. Using MovieLense data set from recommenderlab package, we build a movie recommender. We compare multiple methods and find that recommendations based on popular movies and Funk SVD have the least RMSE.