Well, since you removed rating by stars and replaced it with nigh useless thumbs system, you don't seem to be very interested in personalising what I want to watch. And it shows.

Since the recommended titles are clearly very focused on Netflix production, I just ignore any recommendations altogether and just browse all new arrivals every week...