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๐Ÿ“

Advanced Methods for Inconsistent Knowledge Management

โœ Scribed by Professor Ngoc Thanh Nguyen DSc, PhD (auth.)


Publisher
Springer-Verlag London
Year
2008
Tongue
English
Leaves
359
Series
Advanced Information and Knowledge Processing
Edition
1
Category
Library

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โœฆ Synopsis


Inconsistent knowledge management is a common sub-field of knowledge management and conflict resolution. It deals with methods for reconciling inconsistent contents of knowledge originating from different sources. This book presents a unified and systematic description of a wide class of miscellaneous problems of inconsistent knowledge management, analyzed by traditional mathematical methods using relational and logical representations. With special emphasis on the distribution aspect of knowledge inconsistency, Professor Nguyen provides a unique approach to formal models of inconsistency and algorithms for its resolution.

Features & topics include:

โ€ข Consensus as a tool for conflict solving

โ€ข Inconsistency of knowledge โ€“ syntactic & semantic

โ€ข Knowledge conflict model

โ€ข Ontology Integration

โ€ข Practical aspects of applications of proposed methods

This book provides a broad snapshot of intelligent technologies for inconsistency resolution and offers an invaluable source of reference on the topic. Written for researchers and students in the field of knowledge management, conflict solution and intelligent systems, this book will also be of use to designers of multi-agent and information systems and specialists from social choice theory, and all interested in the problems of processing and managing inconsistent knowledge.

โœฆ Table of Contents


Front Matter....Pages i-xii
Inconsistency of Knowledge....Pages 1-12
Model of Knowledge Conflict....Pages 13-46
Consensus as a Tool for Conflict Solving....Pages 47-100
Model for Knowledge Integration....Pages 101-122
Processing Inconsistency on the Syntactic Level....Pages 123-163
Processing Inconsistency on the Semantic Level....Pages 165-201
Consensus for Fuzzy Conflict Profiles....Pages 203-222
Processing Inconsistency of Expert Knowledge....Pages 223-239
Ontology Integration....Pages 241-262
Application of Inconsistency Resolution Methods in Intelligent Learning Systems....Pages 263-306
Processing Inconsistency in Information Retrieval....Pages 307-333
Conclusions....Pages 335-336
Back Matter....Pages 337-351

โœฆ Subjects


Algorithm Analysis and Problem Complexity; Information Storage and Retrieval; Information Systems Applications (incl.Internet); Artificial Intelligence (incl. Robotics); Document Preparation and Text Processing; Management of Computing a


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