Abstract: A system and method and graphic user interface for providing media recommendations. The system and method including enabling a user to select a first media object or a second media object from a plurality of accessible media objects, the first media object having a first set of characteristics and the second media object having a second set of characteristics, determining if a user selects the first media object, selects the second media object, or requests access to two different media objects, adjusting weight values associated with the plurality of media objects based on the user's selection, and recommending media objects to the user based on the adjusted weight values.