TitleUnderstanding Dubious Future Problems
Publication TypeConference Paper
Year of Publication2008
AuthorsMulayim O, Arcos JLluis
Editor
Conference NameAdvances in Case-Based Reasoning: 9th European Conference, ECCBR 2008. Lecture Notes in Artificial Intelligence
Volume5239
PublisherSpringer Verlag
Conference LocationTrier, Germany
Pagination385-399
Abstract

Being able to predict the performance of a Case-Based Reasoning( CBR) system against a set of future problems would provide invaluable information for design and maintenance of the system. Thus, we could carry out the needed design changes and maintenance tasks to improve future performance in a proactive fashion. This paper proposes a novel method for identifying regions in a case base where the system gives low confidence solutions to possible future problems. Experimentation is provided for RoboSoccer domain and we argue how encountered regions of dubiosity help us to analyse our case base and the reasoning mechanisms of a CBR system.