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An Overview and Comparison of Case-Based Reasoning Frameworks

Alexander Schultheis; Christian Zeyen; Ralph Bergmann
In: Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, Scotland, July 17-20, 2023, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2023), July 17-20, Aberdeen, United Kingdom, Pages 327-343, Lecture Notes in Computer Science, Vol. 14141, Springer, 7/2023.


Case-Based Reasoning (CBR) is a methodology with many applications in industrial and scientific domains. Over the past decades, various frameworks have been developed to facilitate the development of CBR applications. For practitioners and researchers, it is challenging to overview the landscape of existing frameworks with their specific scope and features. This makes it difficult to choose the most suitable framework for specific requirements. To address this issue, this work provides an overview and comparison of CBR frameworks, focusing on five recent, open-source CBR frameworks: CloodCBR, eXiT*CBR, jColibri, myCBR, and ProCAKE. They are compared by supported CBR types, knowledge containers, CBR phases, interfaces, and special features.


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