Super Hungry Multiple Times A Day?

I work out every day sometimes every other (if im busy) for about two hours. I've been doing this for about six months. Sometimes even before that time of the day i do the workout, i get unbelievably hungry even though I've eaten only two to three hours before. Is it normal to be this way for really active people???