Or it could just be air in the cooling system. Try doing what it says here:
It could, like the other folks said, be many things, even a headgasket going out, but since you don't see any obvious signs of that, trapped air may be the most likely.
How air got in there, I dunno. Do anything to your cooling system before this started?