A Methodology for Uncertainty in Knowledge-Based Systems: 419 (Lecture Notes in Artificial Intelligence) - Softcover

P??hlmann, Sigrid; Weichselberger, Kurt

 
9783540523369: A Methodology for Uncertainty in Knowledge-Based Systems: 419 (Lecture Notes in Artificial Intelligence)
Softcover
ISBN 10: 3540523367 ISBN 13: 9783540523369
Verlag: Springer, 2008

Inhaltsangabe

In this book the consequent use of probability theory is proposed for handling uncertainty in expert systems. It is shown that methods violating this suggestion may have dangerous consequences (e.g., the Dempster-Shafer rule and the method used in MYCIN). The necessity of some requirements for a correct combining of uncertain information in expert systems is demonstrated and suitable rules are provided. The possibility is taken into account that interval estimates are given instead of exact information about probabilities. For combining information containing interval estimates rules are provided which are useful in many cases.

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Reseña del editor

In this book the consequent use of probability theory is proposed for handling uncertainty in expert systems. It is shown that methods violating this suggestion may have dangerous consequences (e.g., the Dempster-Shafer rule and the method used in MYCIN). The necessity of some requirements for a correct combining of uncertain information in expert systems is demonstrated and suitable rules are provided. The possibility is taken into account that interval estimates are given instead of exact information about probabilities. For combining information containing interval estimates rules are provided which are useful in many cases.

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Verlag
Springer
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
3540523367
ISBN 13 
9783540523369
Einband
Tapa blanda
Anzahl der Seiten
320
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9780387523361: A Methodology for Uncertainty in Knowledge-Based Systems (Lecture Notes in Computer Science)

Vorgestellte Ausgabe

ISBN 10:  0387523367 ISBN 13:  9780387523361
Verlag: Springer Verlag, 1990
Softcover