Open the Black Box Data-Driven Explanation of Black Box Decision Systems

Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti +4

Black box systems for automated decision making, often based on machine learning over (big) data, map a user's features into a class or a score without exposing the reasons why. Th…