Dietrich Albert - Knowledge spaces: theories, empirical research, and applications
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Knowledge spaces: theories, empirical research, and applications
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Based on the formal concept of knowledge structures originally proposed by Jean-Claude Falmagne and Jean-Paul Doignon, this book contains descriptions of methodological developments and experimental investigations as well as applications for various knowledge domains. The authors address three main topics: * theoretical issues and extensions of Doignon & Falmagnes theory of knowledge structures; * empirical validations of specific problem types and knowledge domains, such as sentence comprehension, problem solving in chess, inductive reasoning, elementary mathematical reasoning, and others; and * application of knowledge structures in various contexts, including knowledge assessment, intelligent tutoring systems, and motor learning. Unlike most other approaches in the literature in cognitive psychology, this book provides both a rigorous mathematical formulation of knowledge-related psychological concepts and its empirical validation by experimental data.
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Knowledge Spaces : Theories, Empirical Research, and Applications
author
:
Albert, Dietrich.
publisher
:
Lawrence Erlbaum Associates, Inc.
isbn10 | asin
:
0805827994
print isbn13
:
9780805827996
ebook isbn13
:
9780585276915
language
:
English
subject
Natural language processing (Computer science) , Computational linguistics, Artificial intelligence, Knowledge, Theory of.
publication date
:
1999
lcc
:
QA76.9.N38K554 1999eb
ddc
:
006.3/5
subject
:
Natural language processing (Computer science) , Computational linguistics, Artificial intelligence, Knowledge, Theory of.
Page iii
Knowledge Spaces:
Theories, Empirical Research, and Applications
Edited by Dietrich Albert Karl-Franzens-Universitt Graz Graz, Austria Josef Lukas Martin-Luther-Universitt Halle-Wittenberg Halle/Saale, Germany
Page iv
Copyright 1999 by Lawrence Erlbaum Associates, Inc. All rights reserved. No part of this book may be reproduced in any form, by photostat, microfilm, retrieval system, or any other means, without prior written permission of the publisher.
Library of Congress Cataloging-in-Publication Data
Knowledge spaces: theories, empirical research, and applications / [edited by] Dietrich Albert, Josef Lukas. p. cm. Includes bibliographical references and index. ISBN 0-8058-2799-4 (alk. paper) 1. Natural language processing (Computer science) 2. Computational linguistics. 3. Artificial intelligence. 4. Knowledge, Theory of. I. Albert, Dietrich. II. Lukas, Josef. QA76.9.N38K554 1999 006.3'5dc21 99-11094 CIP
Books published by Lawrence Erlbaum Associates are printed on acid-free paper, and their bindings are chosen for strength and durability.
Printed in the United States of America 10 9 8 7 6 5 4 3 2 1
Page v
CONTENTS
Contributors
vii
Foreword
ix
Preface
xi
Acknowledgements
xii
I: Introduction
1
1. Knowledge Structures: What they are and how they can be Used in Cognitive Psychology, Test Theory, and the Design of Learning Environments.
Josef Lukas and Dietrich Albert
3
II: Theoretical Developments and Empirical Investigations
13
2. Component-Based Knowledge Spaces in Problem Solving and Inductive Reasoning
Dietrich Albert and Theo Held
15
3. Component-Based Construction of Surmise Relations for Chess Problems
Martin Schrepp, Theo Held, and Dietrich Albert
41
4. An Integrated Approach for Constructing, Coding, and Structuring a Body of Word Problems
Theo Held
67
5. Modeling Knowledge as Competence and Performance
Klaus Korossy
103
6. An Empirical Test of a Process Model for Letter Series Completion Problems
Martin Schrepp
133
Page vi
III: Applications
155
7. Organizing and Controlling Learning Processes Within Competence-Performance Structures
Klaus Korossy
157
8. Structure and Design of an Intelligent Tutorial System Based on Skill Assignments
Dietrich Albert and Martin Schrepp
179
9. Application of Doignon and Falmagne's Theory of Knowledge Structures to the Assessment of Motor Learning Processes
Susanne Narciss
197
Author Index
221
Subject Index
225
Page vii
CONTRIBUTORS
Dietrich Albert Institut fr Psychologie, Karl-Franzens-Universitt Graz, Universittsplatz 2/III, A-8010 Graz, Austria.
Theo Held Institut fr Psychologie, Martin-Luther-Universitt Halle-Wittenberg, D-06099 Halle, Germany.
Klaus Korossy Bergheimer Str. 28, D-65115 Heidelberg, Germany.
Josef Lukas Institut fr Psychologie, Martin-Luther-Universitt Halle-Wittenberg, D-06099 Halle, Germany.
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