I've had good luck finding roommates though cruise critic but I've posted there for awhile and so basically "knew" from posting history who they were.

If you search, you can sometimes find deals on single supplements especially last minute or for cruises that aren't selling well. I found a deal 2 weeks ago for a cruise next week - I'm only paying a 110% surcharge on Oasis of the Seas.