k-NN Collaborative Filtering: User-User vs Item-Item — When to Use Which?

Recommender's birth paper, GroupLens 1994. After 30 years, still the baseline of every recommender system. This lesson covers philosophical differences between user-user and item-item CF, mathematical formulation of each, and when each wins.