The thing a human recommended can do is say “based on your listening history, I think you'd also like this band... but wait, they're a famous band. Surely you'd know about them already. So the fact that you don't listen to them suggests that you don't like them. Ok, I won't recommend them.” Computers don't yet make that logical leap -- they don't yet use what's missing from your listening history as additional data.