Explanation support for the case-based reasoning tool myCBR

Authors:
Daniel Bahls;Thomas Roth-Berghofer
Affiliations:
German Research Center for Artificial Intelligence DFKI GmbH, Kaiserslautern, Germany and Department of Computer Science, University of Kaiserslautern, Kaiserslautern;German Research Center for Artificial Intelligence DFKI GmbH, Kaiserslautern, Germany and Department of Computer Science, University of Kaiserslautern, Kaiserslautern
Venue:
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Year:
2007

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Case-based reasoning: foundational issues, methodological variations, and system approaches

AI Communications

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Abstract

Case-Based Reasoning, in short, is the process of solving new problems based on solutions of similar past problems, much like humans solve many problems. myCBR, an extension of the ontology editor Protégé, provides such similarity-based retrieval functionality. Moreover, the user is supported in modelling appropriate similarity measures by forward and backward explanations.