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Derivational Analogy: Challenges and Opportunities
Abstract Transformational analogy is currently more widely employed than derivational analogy in CBR applications, even though the latter has significant advantages over the former. The main reason for the reluctance to use derivational analogy is the complexity of representation. Other factors include issues related to retrieval and difficulties in system validation. Means of addressing these issues are described in this paper. Unique opportunities offered by the approach are illustrated with examples.
Derivational Analogy: Challenges and Opportunities
Abstract Transformational analogy is currently more widely employed than derivational analogy in CBR applications, even though the latter has significant advantages over the former. The main reason for the reluctance to use derivational analogy is the complexity of representation. Other factors include issues related to retrieval and difficulties in system validation. Means of addressing these issues are described in this paper. Unique opportunities offered by the approach are illustrated with examples.
Derivational Analogy: Challenges and Opportunities
Raphael, B. (author)
2006-01-01
9 pages
Article/Chapter (Book)
Electronic Resource
English
Case Base Reasoning , System Validation , Task Decomposition , Transformational Analogy , Complementary View Computer Science , Artificial Intelligence (incl. Robotics) , Computer-Aided Engineering (CAD, CAE) and Design , Computation by Abstract Devices , Information Storage and Retrieval , Civil Engineering , Complexity
Derivational Analogy: Challenges and Opportunities
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