I do this, too, only I put my bowl in my regular oven with a cup of very hot water. I also leave the oven's light on, which generates just a little heat. Works like a charm! If I have food in the oven and can't use it, I've also put my covered bowl on top of a heating pad set on its lowest setting.
See Also
12 tips for making perfect bread