Rock Band 3 added two new features: song ratings and recommendations. The song ratings, as far as I know, just change the likelihood of songs showing up. The recommendations, as far as I know, are the same for every user.
I was curious if RB3 uses these for collaborative filtering - in the same way that when you rate movies on Netflix it gives you different movie recommendations. Does anyone know if this is the case?