Includes: the refereed proceedings of the 13th International Conference on Artificial Intelligence: Methodology, Systems, & Applications, AIMSA 2008, held in Varna, Bulgaria in September 2008. This book contains 30 papers that were presented together with the 10 posters that were reviewed & selected from 109 submissions.