I gave a lecture on this very subject at Arizona State University in 2011. On this page there are links to the youtube video of it.
My short answer is - yes I think games are art. Great art is hard to do. Artists who use the game medium are facing the same challenges as any other artist in any other medium. The first challenge is to define art for yourself.