20. Video: The Cold Start Problem

The Cold Start Problem

The cold start problem is the problem that new users and new items to a platform don't have any ratings. Because these users and items don't have any ratings, it is impossible to use collaborative filtering methods to make recommendations.

Therefore, methods you used in the previous lesson like (rank-based and content-based recommenders) are the only way to get started with making recommendations for these individuals.