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Conditionals in Nonmonotonic Reasoning and Belief Revision: Considering Conditionals as Agents: Lecture Notes in Computer Science, cartea 2087

Autor Gabriele Kern-Isberner
en Limba Engleză Paperback – 25 iul 2001
Conditionals are omnipresent, in everyday life as well as in scientific environments; they represent generic knowledge acquired inductively or learned from books. They tie a flexible and highly interrelated network of connections along which reasoning is possible and which can be applied to different situations. Therefore, conditionals are important, but also quite problematic objects in knowledge representation.
This book presents a new approach to conditionals which captures their dynamic, non-proportional nature particularly well by considering conditionals as agents shifting possible worlds in order to establish relationships and beliefs. This understanding of conditionals yields a rich theory which makes complex interactions between conditionals transparent and operational. Moreover,it provides a unifying and enhanced framework for knowledge representation, nonmonotonic reasoning, belief revision,and even for knowledge discovery.
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Specificații

ISBN-13: 9783540423676
ISBN-10: 3540423672
Pagini: 208
Ilustrații: X, 194 p.
Dimensiuni: 155 x 233 x 11 mm
Greutate: 0.3 kg
Ediția:2001
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Belief Revision and Nonmonotonic Reasoning — State of the Art.- Conditionals.- Revising Epistemic States by Conditional Beliefs.- Characterizing the Principle of Minimum Cross-Entropy.- Reasoning at Optimum Entropy.- Belief Revision and Nonmonotonic Reasoning — Revisited.- Knowledge Discovery by Following Conditional Structures.- Algorithms and Implementations.- Conclusion.

Caracteristici

Includes supplementary material: sn.pub/extras