The Psychology of Expertise : Cognitive Research and Empirical AI (Paperback)

Contents: Preface. Part I: Introduction. R.R. Hoffman, Doing Psychology in an AI Context: A Personal Perspective and Introduction to This Volume. S.B. Regoczei, G. Hirst, Knowledge and Knowledge Acquisition in the Computational Context. Part II: Cognitive Theory and Expertise. N.J. Cooke, Modeling Human Expertise in Expert Systems. R.M. Schumacher, M.P. Czerwinski, Mental Models and the Acquisition of Expert Knowledge. J.F. Sowa, Conceptual Analysis as a Basis for Knowledge Acquisition. Part III: Knowledge Elicitation Methods. S.E. Gordon, Implications of Cognitive Theory for Knowledge Acquisition. K.M. Ford, J.R. Adams-Webber, Knowledge Acquisition and Constructivist Epistemology. D.S. Prerau, M.R. Adler, A.S. Gunderson, Eliciting and Using Experiential Knowledge and General Expertise. K.L. McGraw, Managing and Documenting the Knowledge Acquisition Process. G.A. Klein, Using Knowledge Engineering to Preserve Corporate Memory. Part IV: Psychological Research on Expertise. R.J. Sternberg, P.A. Frensch, On Being an Expert: A Cost-Benefit Analysis. F.S. Bellezza, Mnemonics and Expert Knowledge: Mental Cuing. S.J. Ceci, A. Ruiz, The Role of General Ability in Cognitive Complexity: A Case Study of Expertise. Part V: Expert-Novice Differences and the Development of Expertise. M. Foley, A. Hart, Expert-Novice Differences and Knowledge Elicitation. R. Mack, J. Burdett Robinson, When Novices Elicit Knowledge: Question Asking in Designing, Evaluating, and Learning to Use Software. R.L. Campbell, N.R. Brown, L.A. DiBello, The Programmer's Burden: Developing Expertise in Programming. Part VI: Overview. S. Regoczei, The Psychology of Expertise and Knowledge Acquisition: Comments on the Chapters in This Volume. Appendices: Bibliography: Psychological Theory and Reviews. Bibliography: Empirical and Experimental Investigations of Expertise. Bibliography: Knowledge Elicitation. Bibliography: Automated Knowledge Elicitation, Representation, and Instantiation ("Knowledge Acquisition"). Bibliography: Expertise in Programming. Bibliography: AI Theory, Philosophy, and Reviews of Expert Systems. Bibliography: Applications of Expert Systems. Bibliography: Programming, Building, and Verifying Expert Systems.