Actually half wave really refers to the half of the cycle where current is flowing in a given direction. That is from peak to peak, not when it is above or below zero. You either get all the "uphill" or all the "downhill". Full wave is like your dad's walk to school. The arrangement of diodes in the bridge makes it uphill both ways.
