Those also obviously correspond to the Insert/update/select/delete SQL operations.
So hooking a RESTful interface direct to your db lets JavaScript on the client talk directly to the database via an http server with no business layer in between. It's obviously a nifty workflow for the "JavaScript all the things" developer.
That said, I think restfulness is a bit of a fad tied to the popularity of javascript-everything. But it has created a limited, simple standard for http services, so that's nice.