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Handbook for Evaluating Knowledge-Based Systems

Conceptual Framework and Compendium of Methods

  • Leonard Adelman
  • Sharon L. Riedel

Table of contents

  1. Front Matter
    Pages i-xix
  2. Leonard Adelman, Sharon L. Riedel
    Pages 1-15
  3. Leonard Adelman, Sharon L. Riedel
    Pages 63-92
  4. Leonard Adelman, Sharon L. Riedel
    Pages 93-148
  5. Leonard Adelman, Sharon L. Riedel
    Pages 149-203
  6. Robert O’Keefe
    Pages 205-230
  7. Leonard Adelman, Sharon L. Riedel
    Pages 231-267
  8. Leonard Adelman, Sharon L. Riedel
    Pages 269-305
  9. Leonard Adelman, Sharon L. Riedel
    Pages 307-339
  10. Back Matter
    Pages 341-392

About this book

Introduction

Knowledge-based systems are increasingly found in a wide variety of settings and this handbook has been written to meet a specific need in their widening use. While there have been many successful applications of knowledge-based systems, some applications have failed because they never received the corrective feedback that evaluation provides for keeping development focused on the users' needs in their actual working environment. This handbook provides a conceptual framework and compendium of methods for performing evaluations of knowledge-based systems during their development. Its focus is on the users' and subject matter experts' evaluation of the usefulness of the system, and not on the developers' testing of the adequacy of the programming code. The handbook permits evaluators to systematically answer the following kinds of questions: Does the knowledge-based system meet the users' task requirements? Is the system easy to use? Is the knowledge base logically consistent? Does it meet the required level of expertise? Does the system improve performance?
The authors have produced a handbook that will serve two audiences: a tool that can be used to create knowledge-based systems (practitioners, developers, and evaluators) and a framework that will stimulate more research in the area (academic researchers and students). To accomplish this, the handbook is built around a conceptual framework that integrates the different types of evaluations into the system of development process. The kinds of questions that can be answered, and the methods available for answering them, will change throughout the system development life cycle. And throughout this process, one needs to know what can be done, and what can't. It is this dichotomy that addresses needs in both the practitioner and academic research audiences.

Keywords

knowledge knowledge base knowledge-based system knowledge-based systems programming system development verification

Authors and affiliations

  • Leonard Adelman
    • 1
  • Sharon L. Riedel
    • 2
  1. 1.George Mason UniversityUSA
  2. 2.U.S. Army Research InstituteUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4615-6171-2
  • Copyright Information Springer Science+Business Media New York 1997
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-7829-7
  • Online ISBN 978-1-4615-6171-2
  • Buy this book on publisher's site