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Automating Knowledge Acquisition For Expert Systems


Automating Knowledge Acquisition For Expert Systems
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Automating Knowledge Acquisition For Expert Systems


Automating Knowledge Acquisition For Expert Systems
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Author : Sandra Marcus
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-08

Automating Knowledge Acquisition For Expert Systems written by Sandra Marcus and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-08 with Computers categories.


In June of 1983, our expert systems research group at Carnegie Mellon University began to work actively on automating knowledge acquisition for expert systems. In the last five years, we have developed several tools under the pressure and influence of building expert systems for business and industry. These tools include the five described in chapters 2 through 6 - MORE, MOLE, SALT, KNACK and SIZZLE. One experiment, conducted jointly by developers at Digital Equipment Corporation, the Soar research group at Carnegie Mellon, and members of our group, explored automation of knowledge acquisition and code development for XCON (also known as R1), a production-level expert system for configuring DEC computer systems. This work influenced the development of RIME, a programming methodology developed at Digital which is the subject of chapter 7. This book describes the principles that guided our work, looks in detail at the design and operation of each tool or methodology, and reports some lessons learned from the enterprise. of the work, brought out in the introductory chapter, is A common theme that much power can be gained by understanding the roles that domain knowledge plays in problem solving. Each tool can exploit such an understanding because it focuses on a well defined problem-solving method used by the expert systems it builds. Each tool chapter describes the basic problem-solving method assumed by the tool and the leverage provided by committing to the method.



Expert Systems


Expert Systems
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Author : Donald Michie
language : en
Publisher:
Release Date : 1986

Expert Systems written by Donald Michie and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Expert systems (Computer science) categories.




Readings In Knowledge Acquisition And Learning


Readings In Knowledge Acquisition And Learning
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Author : Bruce G. Buchanan
language : en
Publisher: Morgan Kaufmann Publishers
Release Date : 1993

Readings In Knowledge Acquisition And Learning written by Bruce G. Buchanan and has been published by Morgan Kaufmann Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.


Readings in Knowledge Acquisition and Learning collects the best of the artificial intelligence literature from the fields of machine learning and knowledge acquisition. This book brings together the perspectives on constructing knowledge-based systems from these two historically separate subfields of artificial intelligence.



Knowledge Acquisition Selected Research And Commentary


Knowledge Acquisition Selected Research And Commentary
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Author : Sandra Marcus
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Knowledge Acquisition Selected Research And Commentary written by Sandra Marcus and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.


What follows is a sampler of work in knowledge acquisition. It comprises three technical papers and six guest editorials. The technical papers give an in-depth look at some of the important issues and current approaches in knowledge acquisition. The editorials were pro duced by authors who were basically invited to sound off. I've tried to group and order the contributions somewhat coherently. The following annotations emphasize the connections among the separate pieces. Buchanan's editorial starts on the theme of "Can machine learning offer anything to expert systems?" He emphasizes the practical goals of knowledge acquisition and the challenge of aiming for them. Lenat's editorial briefly describes experience in the development of CYC that straddles both fields. He outlines a two-phase development that relies on an engineering approach early on and aims for a crossover to more automated techniques as the size of the knowledge base increases. Bareiss, Porter, and Murray give the first technical paper. It comes from a laboratory of machine learning researchers who have taken an interest in supporting the development of knowledge bases, with an emphasis on how development changes with the growth of the knowledge base. The paper describes two systems. The first, Protos, adjusts the training it expects and the assistance it provides as its knowledge grows. The second, KI, is a system that helps integrate knowledge into an already very large knowledge base.



Exemplar Based Knowledge Acquisition


Exemplar Based Knowledge Acquisition
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Author : Ray Bareiss
language : en
Publisher: Academic Press
Release Date : 2014-05-10

Exemplar Based Knowledge Acquisition written by Ray Bareiss and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-10 with Computers categories.


Exemplar-Based Knowledge Acquisition: A Unified Approach to Concept Representation, Classification, and Learning covers the fundamental issues in cognitive science and the technology for solving real problems. This text contains six chapters and begins with a description of the rationale for the design of Protos Approach, its construction and performance. The succeeding chapters discuss how the Protos approach meets the requirements of representing concepts, using them for classification, and acquiring them from available training. These chapters also deal with the design and implementation of Protos. These topics are followed by a presentation of examples of the application of Protos to audiology and evaluate its performance. The final chapters survey related work in the areas of case-based reasoning and automated knowledge acquisition and the contributions of Protos approach. This book will be of great value to psychologists, psychiatrists, and researchers in the field of artificial intelligence.



Automated Knowledge Acquisition


Automated Knowledge Acquisition
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Author : Sabrina Sestito
language : en
Publisher: Prentice Hall PTR
Release Date : 1994

Automated Knowledge Acquisition written by Sabrina Sestito and has been published by Prentice Hall PTR this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.


This tutorial provides clear explanations of techniques for automated knowledge acquisition. The techniques covered include: decision tree methods, progressive rule generation, explanation-based learning, artificial neural networks, and genetic algorithm approaches. The book is suitable for both advanced undergraduate and graduate students and computer professionals.



Second Generation Expert Systems


Second Generation Expert Systems
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Author : Jean-Marc David
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Second Generation Expert Systems written by Jean-Marc David and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.


Second Generation Expert Systems have been a very active field of research during the last years. Much work has been carried out to overcome drawbacks of first generation expert systems. This book presents an overview and new contributions from people who have played a major role in this evolution. It is divided in several sections that cover the main topics of the subject: - Combining Multiple Reasoning Paradigms - Knowledge Level Modelling - Knowledge Acquisition in Second Generation Expert Systems - Explanation of Reasoning - Architectures for Second Generation Expert Systems. This book can serve as a reference book for researchers and students and will also be an invaluable help for practitioners involved in KBS developments.



Automating The Design Of Computer Systems


Automating The Design Of Computer Systems
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Author : William P. Birmingham
language : en
Publisher: CRC Press
Release Date : 1992-12-18

Automating The Design Of Computer Systems written by William P. Birmingham and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-12-18 with Computers categories.


Addressing the issues of engineering design in computer architecture, this book describes the design and implementation of MICON, a system for automating the synthesis of small computers.



Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems


Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems
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Author : Graham F. Forsyth
language : en
Publisher: CRC Press
Release Date : 1995-08-08

Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems written by Graham F. Forsyth and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-08-08 with Computers categories.


In the areas of industry and engineering, AI techniques have become the norm in sectors including computer-aided design, intelligent manufacturing, and control. Papers in this volume represent work by both computer scientists and engineers separately and together. They directly and indirectly represent a real collaboration between computer science and engineering, covering a wide variety of fields related to intelligent systems technology ranging from neural networks, knowledge acquisition and representation, automated scheduling, machine learning, multimedia, genetic algorithms, fuzzy logic, robotics, automated reasoning, heuristic searching, automated problem solving, temporal, spatial and model-based reasoning, clustering, blackboard architectures, automated design, pattern recognition and image processing, automated planning, speech recognition, simulated annealing, and intelligent tutoring, as well as various computer applications of intelligent systems including financial analysis, artificial



Research And Development In Expert Systems Ix


Research And Development In Expert Systems Ix
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Author : British Computer Society. Specialist Group on Expert Systems. Technical Conference
language : en
Publisher: Cambridge University Press
Release Date : 1993-02-04

Research And Development In Expert Systems Ix written by British Computer Society. Specialist Group on Expert Systems. Technical Conference and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-02-04 with Computers categories.


This volume contains the refereed and invited papers which were presented at Expert Systems 92, the twelfth annual conference of the British Computer Society's Specialist Group on Expert Systems, held in Cambridge in December 1992. Together with its predecessors this is essential reading for those who wish to keep up-to-date with developments and opportunities in this important field.