Keyword

explanation-based learning

Description: A machine-learning method that uses domain knowledge to explain a training example and generalize from that explanation.

Primary topic: AI-based Problem Solving and Planning (48%)

Wikidata ID: wiki/Q133580

OpenAlex ID: keywords/explanation-based-learning

Self-explanations: How students study and use examples in learning to solve problems

1989 · M Chi · Cognitive Science · 2,286

Self‐Explanations: How Students Study and Use Examples in Learning to Solve Problems

1989 · Michelene T.H. Chi, Miriam Bassok, et al. · Cognitive Science · 1,708

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Explanation-Based Generalization: A Unifying View

1986 · Tom M. Mitchell, Richard M. Keller, et al. · Machine Learning · 1,176

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Explanation-Based Learning: An Alternative View

1986 · Gerald Dejong, Raymond Mooney · Machine Learning · 964

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Explanation-based generalization: A unifying view

1986 · Tom M. Mitchell, Richard M. Keller, et al. · Machine Learning · 711

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Preschool children can learn to transfer: Learning to learn and learning from example

1988 · Ann L Brown, Mary Jo Kane · Cognitive Psychology · 424

Refinement of approximate domain theories by knowledge-based neural networks

1990 · Geoffrey G. Towell, Jude Shavlik, et al. · 371

Quantitative results concerning the utility of explanation-based learning

1990 · Steven Minton · Artificial Intelligence · 368

The Utility of Knowledge in Inductive Learning

1992 · Michael Pazzani, Dennis Kibler · Machine Learning · 310

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The Content of Physics Self-Explanations

1991 · Michelene T.H. Chi, Kurt A. VanLehn · Journal of the Learning Sciences · 306

Influence of prior knowledge on concept acquisition: Experimental and computational results.

1991 · Michael J. Pazzani · Journal of Experimental Psychology Learning Memory and Cognition · 248

Perceptron Learning in Engineering Design

1989 · H. Adeli, C. Yeh · Computer-Aided Civil and Infrastructure Engineering · 247

Explanation-Based Generalization: A Unifying View

1988 · TOM M. MITCHELL, RICHARD M. KELLER, et al. · Elsevier eBooks · 243

A review of explanation methods for Bayesian networks

2002 · CARMEN LACAVE, FRANCISCO J DÍEZ · The Knowledge Engineering Review · 237

Explanatory Preferences Shape Learning and Inference

2016 · Tania Lombrozo · Trends in Cognitive Sciences · 229

Explanation-based learning:A problem solving perspective

1989 · Steven Minton, Jaime G. Carbonell, et al. · Artificial Intelligence · 228

Explanation-based learning: a problem solving perspective

1990 · Steven Minton, Jaime Carbonell, et al. · Elsevier eBooks · 206

Knowledge acquisition for knowledge-based systems

1991 · H. Motoda, R. Mizoguchi, et al. · IEEE Expert · 205

Learning effective search control knowledge: an explanation-based approach

1988 · Steven Minton, Jaime Carbonell · 194

Learning Search Control Knowledge: An Explanation-Based Approach

2011 · Steven Minton · CERN Document Server (European Organization for Nuclear Research) · 171

Learning one subprocedure per lesson

1987 · Kurt VanLehn · Artificial Intelligence · 169

Quantitative Results Concerning the Utility of Explanation-Based Learning

1995 · Steven Minton · The MIT Press eBooks · 166

Learning to Play the Game of Chess

1994 · Sebastian Thrun · 144

Integrated Learning: Controlling Explanation

1986 · M LEBOWITZ · Cognitive Science · 141

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Explanation-based learning: a survey of programs and perspectives

1989 · Thomas Ellman · ACM Computing Surveys · 138

Works count: 1,059

Citation count: 22,280