Lol, when you eat food, you eat it slowly and make a omnomnomnom sound(yes, actually that sound)
It recharges your food bar, which can be used for slowly healing over time or for sprinting, (which takes food energy)
Notch just put in sprinting to make up for the fact that he can't. Just joking. Notch forever. :3