Growing up the term was always a bowling alley to me- as most places didn't have much beyond a snack bar and a game room outside of the bowling lanes. Nowadays a modern center can have a nightclub, a full restaurant, a bar, a birthday party room, miniature golf place, and so forth down the line- so in those cases I would consider it a bowling center...
Matt