I've actually written a whole
blog post about this ages ago.
Each season has its good points and its bad points. It totally depends on your interests.
I'm with most people that summer is not a good idea, BUT if you want to enjoy summer festivals or
climb Mt. Fuji, you should come in summer.
Summer is also great for visiting Okinawa or
Hokkaido.