Translation:The boy likes seeing airports, not hospitals.
"To look at" is more active. You point your eyes at the object, most often paying attention.
"To see" is more passive. The object just happens to be in your view.
I see the building. - There happens to be a building there.
I look at the building. - I'm very interested in the building for some reason.