Foundations of Knowledge Acquisition: Cognitive Models of Complex Learning - The Springer International Series in Engineering and Computer Science - Susan Chipman - Books - Springer - 9780792392774 - December 31, 1992
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Foundations of Knowledge Acquisition: Cognitive Models of Complex Learning - The Springer International Series in Engineering and Computer Science 1993 edition

Susan Chipman

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Foundations of Knowledge Acquisition: Cognitive Models of Complex Learning - The Springer International Series in Engineering and Computer Science 1993 edition

And while the potential economic impact ofsuccessful learning methods is sufficient reason to invest in research into machine learning, there is a second significant reason: studying machine learning helps us understand our own human learning abilities and disabilities, leading to the possibility of improved methods in education.

Marc Notes: Includes bibliographical references and indexes.; [1]. Cognitive models of complex learning -- [2]. Machine learning. Table of Contents: Foreword. Preface. 1. Acquisition of LISP Programming Skill; J. R. Anderson, A. T. Corbett. 2. Learning by Explaining Examples to Oneself: A Computational Model; K. VanLehn, R. M. Jones. 3. Learning Schemas from Explanations in Practical Electronics; D. E. Kieras. 4. Statistical and Cognitive Models of Learning Through Instruction; S. P. Marshall. 5. The Interaction Between Konwledge and Practice in the Acquisition of Cognitive Skills; S. Ohlsson. 6. Correcting Imperfect Domain Theories: A Knowledge-Level Analysis; S. B. Huffman, D. J. Pearson, J. E. Laird. 7. A Cognitive Science Approach to Case-Based Planning; K. J. Hammond, C. M. Seifert. 8. Bias in Planning and Explanation-Based Learning; P. S. Rosenbloom, Soowon Lee, A. Unruh. 9. Knowledge Acquisition and Natural Language Processing; R. Wilensky. Index. Publisher Marketing: The two volumes of Foundations of Knowledge Acquisition document the recent progress of basic research in knowledge acquisition sponsored by the Office of Naval Research.

Contributor Bio:  Chipman, Susan F Office of Naval Research

Media Books     Hardcover Book   (Book with hard spine and cover)
Released December 31, 1992
ISBN13 9780792392774
Publishers Springer
Pages 339
Dimensions 155 × 235 × 20 mm   ·   671 g
Editor Chipman, Susan
Editor Meyrowitz, Alan L.

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