The Psychology of Expertise: Cognitive Research and Empirical AI

By Robert R. Hoffman | Go to book overview

Contents
Preface vii
Contributors xiii
Part I. Introduction
1. Doing Psychology in an AI Context: A Personal Perspective and Introduction to This Volume3 Robert R. Hoffman
2. Knowledge and Knowledge Acquisition in the Computational Context12 Stephen B. Regoczei and Graeme Hirst
Part II. Cognitive Theory and Expertise
3. Modeling Human Expertise in Expert Systems29 Nancy J. Cooke
4. Mental Models and the Acquisition of Expert Knowledge61 Robert M. Schumacher and Mary P. Czerwinski
5. Conceptual Analysis as a Basis for Knowledge Acquisition80 John F. Sowa
Part III. Knowledge Elicitation Methods
6. Implications of Cognitive Theory for Knowledge Acquisition99 Sallie E. Gordon
7. Knowledge Acquisition and Constructivist Epistemology121 Kenneth M. Ford and Jack R. Adams-Webber
8. Eliciting and Using Experiential Knowledge and General Expertise137 David S. Prerau, Mark R. Adler, and Alan S. Gunderson
9. Managing and Documenting the Knowledge Acquisition Process149 Karen L. McGraw

-xi-

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