Explanation Based Learning typically takes a predefined Domain Theory and modifies it in such a way that new more complex rules are created as specific combinations of several existing rules. The goal is to make problemsolving more efficient and the rule formation process is guided by the problem examples considered for training. As part of the generalization process for the newly constructed rules a specific kind of pattern matching technique is used. Which is the established term for this technique?
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Definition. Explanation-Based Learning (EBL) is a principled method for exploiting available domain knowledge to improve supervised learning. ... Another important aspect of modern EBL is the interaction between domain knowledge and labeled training examples afforded by explanations.
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