Systems that adapt to their users have the potential to tailor the system behavior to the specific needs and preferences of their users. The purpose of this workshop is to bring together researchers from academia and industry to summarize previous work; evaluate the need for user adaptive systems; and discuss the main difficulties that arise in designing and implementing such systems. This one day workshop will allow people working on different types of user adaptive systems to exchange ideas and to learn from each other's experience.