Constitutes the refereed proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2008, held in Sabadell, Spain, in October 2008. This book presents papers that are devoted to theory & tools for modeling decisions, as well as applications that encompass decision making processes.