Incorporating Explanation-Based Generalization with Analogical Reasoning
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Proc. International Workshop on Inductive Logic Programming (ILP92), 1992The EBG system builds an explanation and learns a concept definition asits generalization provided a domain theory is complete. It does not work whena domain theory is incomplete. Then we introduce a notion of generalizationsby an analogy which makes it possible to construct rules necessary for domaintheories. Furthermore, we develop EBG by analogical reasoning which copes withthe incompleteness by using generalizations by an analogy. We first formulateEBG in a mathematical way, construct EBG by analogical reasoning in termsof our formulation, and realize EBG by analogical reasoning system as a Prologprogram.
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