Constitutes the refereed proceedings of the 11th International Conference on User Modeling, UM 2007, held in Corfu, Greece in July 2007. This book includes papers that are organized in topical sections on evaluating user/student modeling techniques, data mining and machine learning for user modeling, and user adaptation and usability.