[PDF] Current Trends In Knowledge Acquisition eBook

Author : Bob Wielinga
Publisher : IOS Press
Page : 390 pages
File Size : 10,50 MB
Release : 1990
Category : Computers
ISBN : 9789051990362

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Knowledge acquisition has become a major area of artificial intelligence and cognitive science research. The papers in this book show that the area of knowledge acquisition for knowledge-based systems is still a diverse field in which a large number of research topics are being addressed. However, several main themes run through the papers. First, the issues of integrating knowledge from different sources and K.A. tools is a salient topic in many papers. A second major topic in the papers is that of knowledge modelling. Research in knowledge-based systems emphasises the use of generic models of reasoning and its underlying knowledge. An important trend in the area of knowledge modelling aims at the formalisation of knowledge models. Where the field of knowledge acquisition was without tools and techniques years ago, now there is a rapidly growing body of techniques and tools. Apart from the integrated workbenches already mentioned above, several papers in this book present new tools. Although knowledge acquisition and machine learning have been considered as separate subfields of AI, there is a tendency for the two fields to come together. This publication combines machine learning techniques with more conventional knowledge elicitation techniques. A framework is presented in which reasoning, problem solving and learning together form a knowledge intensive system that can acquire knowledge from its own experience.

Author : Jennex, Murray Eugene
Publisher : IGI Global
Page : 450 pages
File Size : 27,43 MB
Release : 2019-12-27
Category : Business & Economics
ISBN : 1799821919

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No matter the industry, the development of information technologies has transformed how information is distributed and used to predict trends. Collecting and identifying the most vital information, however, requires constant management and manipulation. Current Issues and Trends in Knowledge Management, Discovery, and Transfer is an essential reference source that discusses crucial practices for collaborating and distributing work as well as validating accrued knowledge from real-time data. Featuring research on topics such as dynamic knowledge, management systems, and sharing behavior, this book is ideally designed for academics, researchers, librarians, managing professionals, and students seeking coverage on knowledge acquisition and implementation across systems.

Author : Karen L. McGraw
Publisher :
Page : 272 pages
File Size : 17,90 MB
Release : 1990
Category : Computers
ISBN :

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A review of AI topics divided into four main sections representing current issues. The readings stress application of knowledge acquisition research and theory, aiming to reflect the processes of acquiring and structuring knowledge of knowledge-based and expert systems.

Author : Giner Alor-Hernández
Publisher : Springer
Page : 302 pages
File Size : 39,39 MB
Release : 2017-03-13
Category : Technology & Engineering
ISBN : 3319519050

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This book presents innovative and high-quality research on the implementation of conceptual frameworks, strategies, techniques, methodologies, informatics platforms and models for developing advanced knowledge-based systems and their application in different fields, including Agriculture, Education, Automotive, Electrical Industry, Business Services, Food Manufacturing, Energy Services, Medicine and others. Knowledge-based technologies employ artificial intelligence methods to heuristically address problems that cannot be solved by means of formal techniques. These technologies draw on standard and novel approaches from various disciplines within Computer Science, including Knowledge Engineering, Natural Language Processing, Decision Support Systems, Artificial Intelligence, Databases, Software Engineering, etc. As a combination of different fields of Artificial Intelligence, the area of Knowledge-Based Systems applies knowledge representation, case-based reasoning, neural networks, Semantic Web and TICs used in different domains. The book offers a valuable resource for PhD students, Master’s and undergraduate students of Information Technology (IT)-related degrees such as Computer Science, Information Systems and Electronic Engineering.

Author : Huei Tse Hou
Publisher : BoD – Books on Demand
Page : 243 pages
File Size : 38,45 MB
Release : 2012-02-24
Category : Computers
ISBN : 9535100742

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Due to the development of mobile and Web 2.0 technology, knowledge transfer, storage and retrieval have become much more rapid. In recent years, there have been more and more new and interesting findings in the research field of knowledge management. This book aims to introduce readers to the recent research topics, it is titled "New Research on Knowledge Management Technology" and includes 13 chapters. In this book, new KM technologies and systems are proposed, the applications and potential of all KM technologies are explored and discussed. It is expected that this book provides relevant information about new research trends in comprehensive and novel knowledge management studies, and that it serves as an important resource for researchers, teachers and students, and for the development of practices in the knowledge management field.

Author : Jennex, Murray Eugene
Publisher : IGI Global
Page : 463 pages
File Size : 44,52 MB
Release : 2020-03-27
Category : Business & Economics
ISBN : 1799823571

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In today’s world of business, gaining an advantage of competitors is a focal point for organizations and a driving force in the economy. New practices are being studied and implemented constantly by rivaling companies. Many industries have begun putting emphasis on intensive knowledge practices, with the belief that implementing cutting-edge learning practices will fuel research and innovation within the company. Understanding this dynamic method of management is critical for managers and executives who wish to propel the success of their organizations. Knowledge Management, Innovation, and Entrepreneurship in a Changing World is a collection of pioneering research on the methods of gaining organizational advantages based on knowledge innovation and management. While highlighting topics including human-robot teaming, organizational learning, and e-collaboration, this book will explore the sustainable links between knowledge management influences and organizational capability. This book is ideally designed for managers, strategists, economists, policymakers, entrepreneurs, business professionals, researchers, students, and academics seeking research on recent trends in innovative economics and business technologies.

Author : Ruqian Lu
Publisher : World Scientific
Page : 362 pages
File Size : 25,23 MB
Release : 1994-11-15
Category : Computers
ISBN : 9814504475

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It is well recognized that knowledge acquisition is the critical bottleneck of knowledge engineering. This book presents three major approaches of current research in this field, namely the psychological approach, the artificial intelligence approach and the software engineering approach. Special attention is paid to the most recent advances in knowledge acquisition research, especially those made by Chinese computer scientists. A special chapter is devoted to its applications in other fields, e.g. language analysis, software engineering, computer-aided instruction, etc., which were done in China.

Author : Sandra Marcus
Publisher : Springer Science & Business Media
Page : 150 pages
File Size : 33,21 MB
Release : 2012-12-06
Category : Computers
ISBN : 146131531X

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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.

Author : Thomas Wetter
Publisher : Springer
Page : 472 pages
File Size : 27,2 MB
Release : 1992
Category : Computers
ISBN :

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"Methodological knowledge acquisition and knowledge engineering have achievedincreasing attention in recent years due both to active research projects and to successful practical applications. Both aspects have over the years been reflected in the structure of the European Knowledge Acquisition Workshops (EKAW), where a users' forum has always been combined with a scientific workshop. This volume contains the proceedings of EKAW-92. The papers are organized into five thematic sectionson: - Technology transfer - General modelling approaches - Knowledgeformalization and automated methods - Elicitation and diagnosis of human knowledge - Practice and experiences of knowledge acquisition. A total of 65 persons from around the world served as the program committee. Their recommendations and sometimes very detailed comments helped both workshop organizers and individual authors to achieve the high quality reflected in this volume."--PUBLISHER'S WEBSITE.