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| Author | : Nikolaos G. Bourbakis |
| Publisher | : World Scientific |
| Total Pages | : 574 |
| Release | : 1993 |
| Genre | : Computers |
| ISBN | : 9789810210564 |
This book offers a systematic approach to knowledge engineering problems. It gives a brief overview of knowledge engineering systems and environments, covering both classical and recent techniques of the design and evaluation of them. Detailed descriptions of particular techniques and applications are also provided.
| Author | : Gheorghe Tecuci |
| Publisher | : Cambridge University Press |
| Total Pages | : 481 |
| Release | : 2016-09-08 |
| Genre | : Business & Economics |
| ISBN | : 1107122562 |
Using robust software, this book focuses on learning assistants for evidence-based reasoning that learn complex problem solving from humans.
| Author | : Simon Kendal |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 294 |
| Release | : 2007-08-08 |
| Genre | : Computers |
| ISBN | : 1846286670 |
An Introduction to Knowledge Engineering presents a simple but detailed exp- ration of current and established work in the ?eld of knowledge-based systems and related technologies. Its treatment of the increasing variety of such systems is designed to provide the reader with a substantial grounding in such techno- gies as expert systems, neural networks, genetic algorithms, case-based reasoning systems, data mining, intelligent agents and the associated techniques and meth- ologies. The material is reinforced by the inclusion of numerous activities that provide opportunities for the reader to engage in their own research and re?ection as they progress through the book. In addition, self-assessment questions allow the student to check their own understanding of the concepts covered. The book will be suitable for both undergraduate and postgraduate students in computing science and related disciplines such as knowledge engineering, arti?cial intelligence, intelligent systems, cognitive neuroscience, robotics and cybernetics. vii Contents Foreword vii 1 An Introduction to Knowledge Engineering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Section 1: Data, Information and Knowledge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 Section 2: Skills of a Knowledge Engineer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 Section 3: An Introduction to Knowledge-Based Systems. . . . . . . . . . . . . . . . . 18 2 Types of Knowledge-Based Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 Section 1: Expert Systems. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 Section 2: Neural Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 Section 3: Case-Based Reasoning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55 Section 4: Genetic Algorithms. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 66 Section 5: Intelligent Agents. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74 Section 6: Data Mining . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 83 3 Knowledge Acquisition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89 4 Knowledge Representation and Reasoning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 Section 1: Using Knowledge. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109 Section 2: Logic, Rules and Representation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116 Section 3: Developing Rule-Based Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126 Section 4: Semantic Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
| Author | : Gheorghe Tecuci |
| Publisher | : Cambridge University Press |
| Total Pages | : 482 |
| Release | : 2016-09-08 |
| Genre | : Computers |
| ISBN | : 1316654184 |
This book presents a significant advancement in the theory and practice of knowledge engineering, the discipline concerned with the development of intelligent agents that use knowledge and reasoning to perform problem solving and decision-making tasks. It covers the main stages in the development of a knowledge-based agent: understanding the application domain, modeling problem solving in that domain, developing the ontology, learning the reasoning rules, and testing the agent. The book focuses on a special class of agents: cognitive assistants for evidence-based reasoning that learn complex problem-solving expertise directly from human experts, support experts, and nonexperts in problem solving and decision making, and teach their problem-solving expertise to students. A powerful learning agent shell, Disciple-EBR, is included with the book, enabling students, practitioners, and researchers to develop cognitive assistants rapidly in a wide variety of domains that require evidence-based reasoning, including intelligence analysis, cybersecurity, law, forensics, medicine, and education.
| Author | : John Debenham |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 476 |
| Release | : 2012-12-06 |
| Genre | : Computers |
| ISBN | : 364272034X |
A monograph for specialists interested in building maintainable knowledge based systems, giving a unified methodology for the design of such systems
| Author | : Douglas C. Brauer |
| Publisher | : CRC Press |
| Total Pages | : 252 |
| Release | : 1991-04-29 |
| Genre | : Technology & Engineering |
| ISBN | : 9780824784416 |
| Author | : |
| Publisher | : |
| Total Pages | : 132 |
| Release | : 1986-01-13 |
| Genre | : |
| ISBN | : |
For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network.
| Author | : Dennis Merritt |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 360 |
| Release | : 2012-12-06 |
| Genre | : Computers |
| ISBN | : 1461389119 |
When I compare the books on expert systems in my library with the production expert systems I know of, I note that there are few good books on building expert systems in Prolog. Of course, the set of actual production systems is a little small for a valid statistical sample, at least at the time and place of this writing - here in Gennany, and in the first days of 1989. But there are at least some systems I have seen running in real life commercial and industrial environments, and not only at trade shows. I can observe the most impressive one in my immediate neighborhood. It is installed in the Telephone Shop of the Gennan Federal PTT near the Munich National Theater, and helps configure telephone systems and small PBXs for mostly private customers. It has a neat, graphical interface, and constructs and prices an individual telephone installation interactively before the very eyes of the customer. The hidden features of the system are even more impressive. It is part of an expert system network with a distributed knowledge base that will grow to about 150 installations in every Telephone Shop throughout Gennany. Each of them can be updated individually overnight via Teletex to present special offers or to adapt the selection process to the hardware supplies currently available at the local ware houses.
| Author | : David M. Prett |
| Publisher | : Elsevier |
| Total Pages | : 386 |
| Release | : 2013-10-22 |
| Genre | : Science |
| ISBN | : 1483102238 |
Shell Process Control Workshop covers the proceedings of a workshop of the same name, held in Houston, Texas on December 15, 1986. The said workshop seeks to improve the communication process between academic researchers, industrial researchers, and the engineering community in the field of process control, and in turn improve understanding of the nature of the control problems. The book covers topics such as design methodology based on the fundamental control; expert systems in process control and optimization; artificial intelligence; and adaptive control for processes. Also covered are topics such the approach of systems engineering to process modeling; modeling and control of dispersed phase systems; and advances in the use of the internal model control. The text is recommended for researchers and practitioners in the field of engineers who would like to know more about process control and modeling.
| Author | : Luc Steels |
| Publisher | : North Holland |
| Total Pages | : 316 |
| Release | : 1992 |
| Genre | : Information technology |
| ISBN | : |
In 1983, the Commission of the European Communities launched an ambitious 10 year programme in information technology called ESPRIT: European Strategic Programme for Research and Development in Information Technology. The papers in this volume focus on the contributions of the second phase of the programme, ESPRIT II, to the area of knowledge engineering, and more specifically, on the trend towards more disciplined knowledge engineering methodologies. An attempt has been made to establish a coherent volume that will act as a lasting reference source for experts in the field. This has lead to a focus on a small number of projects and topics. Further, contributions have been sourced primarily from those that have established a significant advance in respect of the international state of the art, without losing sight of practical realisability and industrial acceptance. The book captures work centering around the concept of knowledge-level modelling and its use in structuring the complete life-cycle, validating expert systems, acquiring knowledge, enhancing capabilities and achieving genericity and re-use. It shows the high quality and the advanced nature of the research currently being undertaken and indicates that important innovations of extreme relevance to the industry have been achieved. However, further research and advanced development clearly continues to be needed because the European information technology has far from reached the level of competitiveness required to acquire a greater international market share. It is hoped this publication will play an important role in this movement forwards.
