How can we build and feed Adaptive User Interfaces (AUI) through (sensor) data collected from the smart city of Antwerp and self-generated (sensor) data gathered from our two pilot cases (the school campus and the advertising sector)? What added value does this AUI create for the user and the user community? Within this project we are investigating AUI for public advertising displays.