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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Representing Uncertain Knowledge
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Representing Uncertain Knowledge
Paul Krause, Dominic Clark (Broschiert, Englisch)
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Beschreibung
The representation of uncertainty is a central issue in Artificial Intelligence (AI) and is being addressed in many different ways. Each approach has its proponents, and each has had its detractors. However, there is now an in creasing move towards the belief that an eclectic approach is required to represent and reason under the many facets of uncertainty. We believe that the time is ripe for a… wide ranging, yet accessible, survey of the main for malisms. In this book, we offer a broad perspective on uncertainty and approach es to managing uncertainty. Rather than provide a daunting mass of techni cal detail, we have focused on the foundations and intuitions behind the various schools. The aim has been to present in one volume an overview of the major issues and decisions to be made in representing uncertain knowl edge. We identify the central role of managing uncertainty to AI and Expert Systems, and provide a comprehensive introduction to the different aspects of uncertainty. We then describe the rationales, advantages and limitations of the major approaches that have been taken, using illustrative examples. The book ends with a review of the lessons learned and current research di rections in the field. The intended readership will include researchers and practitioners in volved in the design and implementation of Decision Support Systems, Ex pert Systems, other Knowledge-Based Systems and in Cognitive Science. 160,49 €
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Technische Daten
Erscheinungsdatum
06.11.2012
Sprache
Englisch
EAN
9789401049252
Herausgeber
Springer Netherland
Sonderedition
Nein
Autor
Paul Krause, Dominic Clark
Seitenanzahl
277
Auflage
1
Einbandart
Broschiert
Buch Untertitel
An Artificial Intelligence Approach
Schlagwörter
Factor, argumentation, artificial intelligence, computer science, design, expert system, intelligence, knowledge, knowledge-based system, knowledge-based systems, uncertainty
Thema-Inhalt
UYQ - Künstliche Intelligenz
UMC - Compiler und Übersetzer
Höhe
244 mm
Breite
17 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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