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Applying Case-Based Reasoning: Techniques for Enterprise Systems - Couverture souple

Livre 1 sur 14: The Morgan Kaufmann Series in Artificial Intelligence

Watson, Ian

 
9781558604629: Applying Case-Based Reasoning: Techniques for Enterprise Systems
Couverture souple
ISBN 10 : 1558604626 ISBN 13 : 9781558604629
Editeur : Morgan Kaufmann Publishers In, 1997

Synopsis

Case-based reasoning (CBR) is an intelligent-systems method that enables information managers to increase efficiency and reduce cost by substantially automating processes such as diagnosis, scheduling and design. A case-based reasoner works by matching new problems to "cases" from a historical database and then adapting successful solutions from the past to current situations. Organizations as diverse as IBM, VISA International, Volkswagen, British Airways, and NASA have already made use of CBR in applications such as customer support, quality assurance, aircraft maintenance, process planning, and decision support, and many more applications are easily imaginable. It is relatively simple to add CBR components to existing information systems, as this book demonstrates. The author explains the principles of CBR by describing its origins and contrasting it with familiar information disciplines such as traditional data processing, logic programming, rule-based expert systems, and object-oriented programming. Through case studies and step-by-step examples, he goes on to show how to design and implement a reliable, robust CBR system in a real-world environment. Additional resources are provided in a survey of commercially available CBR tools, a comprehensive bibliography, and a listing of companies providing CBR software and services.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Ian Watson is Senior Lecturer in Intelligent Systems at the University of Salford in the United Kingdom, and one of the world's most active researchers in CBR. He became interested in CBR after realizing its promise for industrial applications and its comparative ease of implementation. He is a member of the Research Centre for the Built and Human Environment (BUHU), where he continues his investigations of intelligent-systems methodologies and object-oriented programming and maintains AI-CBR, the center for CBR information on the World Wide Web.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Morgan Kaufmann Publishers In
Date d'édition
1997
Langue
anglais
ISBN 10 
1558604626
ISBN 13 
9781558604629
Reliure
Broché
Nombre de pages
290
Coordonnées du fabricant
non disponible
Personne responsable
non disponible