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Other titles in the Advanced Information and Knowledge Processing series:
Advanced Methods for Inconsistent Knowledge Management (Advanced Information and Knowledge Processing)by Ngoc H. Nguyen
Synopses & Reviews
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: • Consensus as a tool for conflict solving • Inconsistency of knowledge - syntactic & semantic • Knowledge conflict model • Ontology Integration • 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.
The need for resolution of knowledge inconsistency arises in many practical applications of computer systems. This kind of inconsistency results from the use of various resources of knowledge in realizing practical tasks. These resources often are autonomous and use different mechanisms for processing knowledge about the same real world. This can lead to inconsistency. This book provides a wide snapshot of intelligent technologies for inconsistency resolution.
Features and topics include: Knowledge inconsistency resolving; consensus and conflict theories; inconsistency of knowledge - syntactic and semantic; methods based on inconsistency measures for inconsistency processing; knowledge conflict profiles; conflicts of ontologies; practical aspects of applications of proposed methods.
This book presents state-of-the-art research, filling a void in the literature within the field and offers researchers and graduates an invaluable source of reference on the topic.
This book is a first. It fills a major gap in the market and provides a wide snapshot of intelligent technologies for inconsistency resolution. The need for this resolution of knowledge inconsistency arises in many practical applications of computer systems. This kind of inconsistency results from the use of various resources of knowledge in realizing practical tasks. These resources are often autonomous and use different mechanisms for processing knowledge about the same real world. This can lead to compatibility problems.
Table of Contents
Inconsistency of Knowledge: Introduction.- Model of Knowledge on Conflict.- Consensus as a Tool for Conflict Solving.- Model for Knowledge Integration.- Processing Inconsistency on Syntactic Level.- Processing Inconsistency on Semantic Level.- Consensus for Fuzzy Conflict Profiles.- Processing Inconsistency of Expert Knowledge.- Ontology Integration.- Application of Inconsistency Resolution Methods in Intelligent Learning Systems.- Processing Inconsistency in Information Retrieval.- Conclusions.
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