Clustering across what you've previously "liked" ala Netflix is the solution to this problem, I think. The problem is fundamentally that single number ratings d

Clustering across what you've previously "liked" ala Netflix is the solution to this problem, I think. The problem is fundamentally that single number ratings don't capture that people are non-homogenous.