nDirectors
nSteven Spielberg
nTim Burton
nTony Scott
nJames Cameron
nJohn McTiernan
nJoel Schumacher
nAlfred Hitchcock
nStanley Kubrick
nDavid Lean
nMilos Forman
nTerry Gilliam
nFrancis Coppola
nActors
nAnthony Hopkins
nRobert De Niro
nTommy Lee Jones
nHarvey Keitel
nMorgan Freeman
nGary Oldman
nSylvester Stallone
nBruce Willis
nHarrison Ford
nSteven Seagal
nKurt Russell
nKevin Costner
nJean-Claude Van Damme
nArnold Schwarzenegger
n
…
nMovies
nWizard of Oz
nCinderella
nSound of Music
nThe Love Bug
nPollyanna
nThe Parent Trap
nMary Poppins
nSwiss Family Robinson
…
nTerminator 2
nBatman
nBatman Forever
nGoldenEye
nStarship Troopers
nMission: Impossible Hunt for Red October
Discovering Hidden Types
The learning algorithm automatically discovered coherent categories in actors, e.g., “tough guys” and serious drama actors.  We had no attributes for directors and actors, so it only discovered these categories by seeing how the objects interact with other objects in the domain.