The working group A3 on "personalized information systems" aims at advancing the state of the art of customized information delivery applications in the Semantic Web. Applications like adaptive information systems and personalized e-commerce systems use backbones build upon reasoning. Results from working groups I1-I5 will bring decisive input for bringing personalization to the Semantic Web and thus advance the design of the Adaptive Web.