Although I don't like Bieber at all, the kid gets a lot of unwarranted hate just because he is young and successful. I've said it before: Bieber's haters are more obsessed with him than his fans. I could hardly go to a youtube video or internet message board without seeing some hateful comment about the kid. People need to chill.
So no your friend isn't crazy, he just has different tastes.