Constitutes the refereed proceedings of the 10th International Conference, Um 2005, Edinburgh, Scotland, UK, July 24-29, 2005. The papers in this book offers topical sections on adaptive hypermedia, affective computing, data mining for personalization and cross-recommendation, ITS and adaptive advice, modeling and more.