Goal-Based Explanation Evaluation

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Goal-Based Explanation Evaluation

Many theories of explanation evaluation are based on context-independent criteria. Such theories either restrict their consideration to explanation towards a fixed goal, or assume that all valid explanations are equivalent, so that evaluation criteria can be neutral to the goals underlying the attempt to explain. However, explanation can serve a range of purposes that place widely divergent req...

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We argue that explanation-based generalisation as recently proposed in the machine learning literature is essentially equivalent to partial evaluation, a well known technique in the functional and logic programming literature. We show this equivalence by analysing the deenitions and underlying algorithms of both techniques, and by giving a Prolog program which can be interpreted as doing either...

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ژورنال

عنوان ژورنال: Cognitive Science

سال: 1991

ISSN: 0364-0213

DOI: 10.1207/s15516709cog1504_2