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      Book

      The Psychology of Expertise
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      Book

      The Psychology of Expertise

      DOI link for The Psychology of Expertise

      The Psychology of Expertise book

      Cognitive Research and Empirical Ai

      The Psychology of Expertise

      DOI link for The Psychology of Expertise

      The Psychology of Expertise book

      Cognitive Research and Empirical Ai
      Edited ByRobert R. Hoffman
      Edition 1st Edition
      First Published 1995
      eBook Published 21 January 2014
      Pub. Location New York
      Imprint Psychology Press
      DOI https://doi.org/10.4324/9781315806105
      Pages 410
      eBook ISBN 9781315806105
      Subjects Behavioral Sciences
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      Hoffman, R.R. (Ed.). (1995). The Psychology of Expertise: Cognitive Research and Empirical Ai (1st ed.). Psychology Press. https://doi.org/10.4324/9781315806105

      ABSTRACT

      This volume investigates our ability to capture, and then apply, expertise. In recent years, expertise has come to be regarded as an increasingly valuable and surprisingly elusive resource. Experts, who were the sole active dispensers of certain kinds of knowledge in the days before AI, have themselves become the objects of empirical inquiry, in which their knowledge is elicited and studied -- by knowledge engineers, experimental psychologists, applied psychologists, or other experts -- involved in the development of expert systems. This book achieves a marriage between experimentalists, applied scientists, and theoreticians who deal with expertise. It envisions the benefits to society of an advanced technology for capturing and disseminating the knowledge and skills of the best corporate managers, the most seasoned pilots, and the most renowned medical diagnosticians. This book should be of interest to psychologists as well as to knowledge engineers who are "out in the trenches" developing expert systems, and anyone pondering the nature of expertise and the question of how it can be elicited and studied scientifically. The book's scope and the pivotal concepts that it elucidates and appraises, as well as the extensive categorized bibliographies it includes, make this volume a landmark in the field of expert systems and AI as well as the field of applied experimental psychology.

      TABLE OF CONTENTS

      part |2 pages

      Part I. Introduction

      chapter 1|9 pages

      Doing Psychology in an AI Context: A Personal Perspective and Introduction to This Volume

      chapter 2|15 pages

      Knowledge and Knowledge Acquisition in the Computational Context

      part |2 pages

      Part II. Cognitive Theory and Expertise

      chapter 3|32 pages

      Modeling Human Expertise in Expert Systems

      chapter 4|19 pages

      Mental Models and the Acquisition of Expert Knowledge

      chapter 5|17 pages

      Conceptual Analysis as a Basis for Knowledge Acquisition

      part |2 pages

      Part III. Knowledge Elicitation Methods

      chapter 6|22 pages

      Implications of Cognitive Theory for Knowledge Acquisition

      chapter 7|16 pages

      Knowledge Acquisition and Constructivist Epistemology

      chapter 8|12 pages

      Eliciting and Using Experiential Knowledge and General Expertise

      chapter 9|21 pages

      Managing and Documenting the Knowledge Acquisition Process

      chapter 10|19 pages

      Using Knowledge Engineering to Preserve Corporate Memory

      part |2 pages

      Part IV. Psychological Research on Expertise

      chapter 11|13 pages

      On Being an Expert: A Cost-Benefit Analysis

      chapter 12|14 pages

      Mnemonics and Expert Knowledge: Mental Cuing

      chapter 13|13 pages

      The Role of General Ability in Cognitive Complexity: A Case Study of Expertise

      part |2 pages

      Part V. Expert-Novice Differences and the Development of Expertise

      chapter 14|12 pages

      Expert-Novice Differences and Knowledge Elicitation

      chapter 15|24 pages

      When Novices Elicit Knowledge: Question Asking in Designing, Evaluating, and Learning to Use Software

      chapter 16|26 pages

      The Programmer’s Burden: Developing Expertise in Programming

      part |2 pages

      Part VI. Overview

      chapter 17|17 pages

      The Psychology of Expertise and Knowledge Acquisition: Comments on the Chapters in This Volume

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