The Knowledge Level In Expert Systems
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Author | : Luc Steels |
Publisher | : Academic Press |
Total Pages | : 286 |
Release | : 2014-05-10 |
Genre | : Computers |
ISBN | : 148325755X |
The Knowledge Level In Expert Systems: Conversations and Commentary deals with artificial intelligence, cognitive science, qualitative models, problem solving architectures, construction of knowledge bases, machine learning integration, knowledge sharing or reusability, and mapping problem-solving methods. The book tackles two opposing dogmas: first, that control is generic so is in the inference engine; and two, deep and surface knowledge are different so deep knowledge belongs in a performance system. The text also explains how to use SPARK, a selection method, in approaching the task features that can be used to select or construct the problem-solving method suitable for the task. An alternative method to SPARK starts with an analysis of the domain model and a classification using primitive inference steps. The book also adds that expert problem solving is a form of qualitative modeling that connects other expert systems and engineering. The text then describes very large knowledge bases, particularly, the volume of which knowledge bases can be integrated with expert systems, coherence maintenance, and use/neutral representation of knowledge. Task analysis and method selection focuses on SPARK; how theories about the relation between task features and expert system solutions can be empirically validated. The book also enumerates the benefits and limitations of a generic task approach, and how various modules with their specific internal architectures can be integrated. Programmers, computer engineers, computer technicians, and computer instructors dealing with many aspects of computers such as programming, networking, engineering or design will find the book highly useful.
Author | : Nikolopoulos |
Publisher | : CRC Press |
Total Pages | : 356 |
Release | : 1997-01-10 |
Genre | : Technology & Engineering |
ISBN | : 9780824799274 |
Offering an introduction to the field of expert/knowledge based systems, this text covers current and emerging trends as well as future research areas. It considers both the system shell and programming environment approaches to expert system development.;College or university bookshops may order five or more copies at a special student price. Price is available on request.
Author | : Ram D. Sriram |
Publisher | : Springer Science & Business Media |
Total Pages | : 843 |
Release | : 2012-12-06 |
Genre | : Technology & Engineering |
ISBN | : 1447106318 |
When men of knowledge impart this knowledge, I do not mean they will convince your reason. I mean they will awaken in you the faith that it is so. - Sri Krishna, Bhagavadgita BACKGROUND The use of computers has led to significant productivity increases in the en gineering industry. Most ofthe computer-aided engineering applications were . restricted to algorithmic computations, such as finite element programs and circuit analysis programs. However, a number ofproblems encountered in en gineering are not amenable to purely algorithmic solutions. These problems are often ill-structured; the term ill-structured problems is used here to de note problems that do not have a clearly defined algorithmic solution. An experienced engineer deals with these ill-structured problems using his/her judgment and experience. The knowledge-based systems (KBS) technology, which emerged out of research in artificial intelligence (AI), offers a method ologyto solve these ill-structuredengineering problems. The emergenceofthe KBS technology can be viewed as the knowledge revolution: other important events that led to increased productivity are the industrial revolution (17th century); the invention of the transistor and associated developments (first half of the 20th century); and the world-wide web (towards the end of the 20th century). Kurzweil, in a lecture at M. LT on December 3, 1987, linked the progress of automation to two industrial revolutions: the first industrial PREFACE xxxii revolution leveraged our physical capabilities, whereas the second industrial revolution - the knowledge revolution - is expected leverage oUr mental ca pabilities.
Author | : Peter Lucas |
Publisher | : Addison Wesley Publishing Company |
Total Pages | : 544 |
Release | : 1991 |
Genre | : Computers |
ISBN | : |
Author | : Jean-Marc David |
Publisher | : Springer Science & Business Media |
Total Pages | : 763 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 3642779271 |
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.
Author | : Jay Liebowitz |
Publisher | : CRC Press |
Total Pages | : 740 |
Release | : 2019-07-23 |
Genre | : Computers |
ISBN | : 0429606974 |
The Handbook of Applied Expert Systems is a landmark work dedicated solely to this rapidly advancing area of study. Edited by Jay Liebowitz, a professor, author, and consultant known around the world for his work in the field, this authoritative source covers the latest expert system technologies, applications, methodologies, and practices. The book features contributions from more than 40 of the world's foremost expert systems authorities in industry, government, and academia. The Handbook is organized into two major sections. The first section explains expert systems technologies while the second section focuses on applied examples in a wide variety of industries. Key topics covered include fuzzy systems, genetic algorithm development, machine learning, knowledge representation, and much more.
Author | : A. Kidd |
Publisher | : Springer |
Total Pages | : 208 |
Release | : 2011-10-12 |
Genre | : Psychology |
ISBN | : 9781461290193 |
Building an expert system involves eliciting, analyzing, and interpreting the knowledge that a human expert uses when solving problems. Expe rience has shown that this process of "knowledge acquisition" is both difficult and time consuming and is often a major bottleneck in the production of expert systems. Unfortunately, an adequate theoretical basis for knowledge acquisition has not yet been established. This re quires a classification of knowledge domains and problem-solving tasks and an improved understanding of the relationship between knowledge structures in human and machine. In the meantime, expert system builders need access to information about the techniques currently being employed and their effectiveness in different applications. The aim of this book, therefore, is to draw on the experience of AI scientists, cognitive psychologists, and knowledge engineers in discussing particular acquisition techniques and providing practical advice on their application. Each chapter provides a detailed description of a particular technique or methodology applied within a selected task domain. The relative strengths and weaknesses of the tech nique are summarized at the end of each chapter with some suggested guidelines for its use. We hope that this book will not only serve as a practical handbook for expert system builders, but also be of interest to AI and cognitive scientists who are seeking to develop a theory of knowledge acquisition for expert systems.
Author | : Frederick Hayes-Roth |
Publisher | : Addison Wesley Publishing Company |
Total Pages | : 470 |
Release | : 1983 |
Genre | : Computers |
ISBN | : |
Computer science textbook, computer programming, knowledge processing (data processing) - evaluation and design of expert systems. Bibliography, glossary, illustrations.
Author | : Iris D. Tommelein |
Publisher | : ASCE Publications |
Total Pages | : 276 |
Release | : 1997-01-01 |
Genre | : Technology & Engineering |
ISBN | : 9780784474181 |
This monograph on integrated computer systems is one in a series of monographs published by the Expert Systems on Artificial Intelligence Committee of the ASCE Technical Council on Computer Practices. The purpose of the monograph series is to address issues in the use of expert system technology in civil engineering problem solving. Many of the publications and tools available to implement expert systems are generalized environments. The application of these environments is best achieved with an understanding of how others have succeeded or failed in using them to solve problems in the civil engineering domain. ,EM>Expert Systems for Civil Engineers: Integration Issues, broadens the scope of the monograph series from a focus on expert systems to a more general use of Artificial Intelligence (AI) techniques. The scope is also broadened by considering integration of computer programs more generally, rather than only on combining expert systems with other packages. The reason for expanding the scope of the series is to consider the role of AI in civil engineering computer environments rather than being limited to the implementation of expert systems. This follows a general trend in research and practice, to find the right tool for the problem being addressed, rather than to a priori assume an expert system approach. This report specifically describes the technical and pragmatic issues in developing integrated or distributed computer systems in which AI techniques are used and how these issues were resolved in civil engineering research and practice.
Author | : Spyros Tzafestas |
Publisher | : Springer Science & Business Media |
Total Pages | : 391 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 3642840485 |
Expert system technology is receiving increasing popularity and acceptance in the engineering community. This is due to the fact that there actually exists a close match between the capabilities of the current generation expert systems and the requirements of engineering practice. Prepared by a distinguished team of experts, this book provides a balanced state-of-the-art presentation of the design principles of engineering expert systems, and a representative picture of their capabilities to assist efficiently the design, diagnosis and operation of complex industrial plants. Among the application areas covered are the following: hardware synthesis, industrial plant layout design, fault diagnosis, process control, image analysis, computer communication, electric power systems, intelligent control, robotics, and manufacturing systems. The book is appropriate for the researcher and the professional. The researcher can save considerable time in searching the scattered technical information on engineering expert systems. The professional can have readily available a rich set of guidelines and techniques that are applicable to a wide class of engineering domains.