Knowledge Engineering Representation Of Knowledge

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Knowledge Engineering Representation Of Knowledge

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Author : Hojjat Adeli
language : en
Publisher:
Release Date : 1990

Knowledge Engineering Representation Of Knowledge written by Hojjat Adeli and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Expert systems (Computer science) categories.

The first volume of "Knowledge Engineering" presents state-of-the-art reviews and tutorials on fundamental aspects of knowledge engineering. The second volume complements the first by presenting applications of applied artificial intelligence (AI). The field of applied AI and knowledge engineering is very young. Students usually must refer to numerous sources to learn the fundamentals of the subject. The two volumes attempt to present summaries of the various subjects in a single document and are oriented toward practical applications. They are suitable as primary reference books in introductory courses on applied AI and knowledge engineering.

An Introduction To Knowledge Engineering

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Author : Simon Kendal
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-08

An Introduction To Knowledge Engineering written by Simon Kendal 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 2007-08-08 with Computers categories.

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. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Knowledge Engineering For Expert Systems

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Author : Mike Greenwell
language : en
Publisher:
Release Date : 1988

Knowledge Engineering For Expert Systems written by Mike Greenwell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computers categories.

Knowledge Discovery Knowledge Engineering And Knowledge Management

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Author : Ana Fred
language : en
Publisher: Springer
Release Date : 2019-03-14

Knowledge Discovery Knowledge Engineering And Knowledge Management written by Ana Fred and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-14 with Computers categories.

This book constitutes the thoroughly refereed proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2017, held in Funchal, Madeira, Portugal, in November 2017. The 19 full papers presented were carefully reviewed and selected from 157 submissions. The papers are organized in topical sections on knowledge discovery and information retrieval; knowledge engineering and ontology development; and knowledge management and information sharing.

Enhancing The Knowledge Engineering Process

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Author : Luc Steels
language : en
Publisher: North Holland
Release Date : 1992

Enhancing The Knowledge Engineering Process written by Luc Steels and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.

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.

Knowledge Engineering Tools And Techniques For Ai Planning

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Author : Mauro Vallati
language : en
Publisher: Springer Nature
Release Date : 2020-03-25

Knowledge Engineering Tools And Techniques For Ai Planning written by Mauro Vallati and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-25 with Computers categories.

This book presents a comprehensive review for Knowledge Engineering tools and techniques that can be used in Artificial Intelligence Planning and Scheduling. KE tools can be used to aid in the acquisition of knowledge and in the construction of domain models, which this book will illustrate. AI planning engines require a domain model which captures knowledge about how a particular domain works - e.g. the objects it contains and the available actions that can be used. However, encoding a planning domain model is not a straightforward task - a domain expert may be needed for their insight into the domain but this information must then be encoded in a suitable representation language. The development of such domain models is both time-consuming and error-prone. Due to these challenges, researchers have developed a number of automated tools and techniques to aid in the capture and representation of knowledge. This book targets researchers and professionals working in knowledge engineering, artificial intelligence and software engineering. Advanced-level students studying AI will also be interested in this book.

Contemporary Knowledge Engineering And Cognition

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Author : Franz Schmalhofer
language : en
Publisher: Springer Science & Business Media
Release Date : 1992-08-12

Contemporary Knowledge Engineering And Cognition written by Franz Schmalhofer 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 1992-08-12 with Computers categories.

This book has its source in the question of whether any knowledge engineering tools can be applied or analyzed in cognition research and what insights and methods of cognitive science might be relevant for knowledge engineers. It presents the proceedings of a workshop organized by the Special Interest Groups Cognition and Knowledge Engineering of the German Society for Informatics, held in February 1992 in Kaiserslautern. The book is structured into three parts. The first part contrasts work in knowledge engineering with approaches from the side of the "soft sciences". The second part deals with case-based approaches in expert systems. Cognition research and the cognitive adequacy of expert systems are discussed in the third part. Contributions from Canada, England, France, Switzerland, and the USA demonstrate how knowledge engineering and cognitive science are woven together internationally.

Knowledge Engineering

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Author : Ela Kumar
language : en
Publisher: I K International Pvt Ltd
Release Date : 2018-09-29

Knowledge Engineering written by Ela Kumar and has been published by I K International Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-29 with Computers categories.

The universe is full of different kinds of knowledge like tangible, intangible, conceptual, static, dynamic and many more. Knowledge Engineering is an advancement of Artificial Intelligence (AI). The present book describes various concepts of artificial intelligence, and other technical aspects of Knowledge Engineering and Computer Science. Knowledge representation is a key aspect of problem formulation from AI viewpoint. In the light of importance of knowledge representation and its analysis, it has emerged as a full-fledged engineering discipline. The book focuses on the concepts and issues of Knowledge Engineering that have impact on business management strategies, productivity, and the key elements of any business and its people. It also discusses, the skills required from the persons working in this area.

Handbook Of Software Engineering And Knowledge Engineering Vol 1 Fundamentals

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Author : Shi-kuo Chang
language : en
Publisher: World Scientific
Release Date : 2001-12-27

Handbook Of Software Engineering And Knowledge Engineering Vol 1 Fundamentals written by Shi-kuo Chang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-12-27 with Computers categories.

This is the first handbook to cover comprehensively both software engineering and knowledge engineering - two important fields that have become interwoven in recent years. Over 60 international experts have contributed to the book. Each chapter has been written in such a way that a practitioner of software engineering and knowledge engineering can easily understand and obtain useful information. Each chapter covers one topic and can be read independently of other chapters, providing both a general survey of the topic and an in-depth exposition of the state of the art. Practitioners will find this handbook useful when looking for solutions to practical problems. Researchers can use it for quick access to the background, current trends and most important references regarding a certain topic.The handbook consists of two volumes. Volume One covers the basic principles and applications of software engineering and knowledge engineering.Volume Two will cover the basic principles and applications of visual and multimedia software engineering, knowledge engineering, data mining for software knowledge, and emerging topics in software engineering and knowledge engineering.

Standards And Review Manual For Certification In Knowledge Engineering

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Author : Milton White
language : en
Publisher:
Release Date : 1990

Standards And Review Manual For Certification In Knowledge Engineering written by Milton White and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Artificial intelligence categories.