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Handbook of Defeasible Reasoning and Uncertainty Management Systems

Belief Change

Editors: Gabbay, Dov M., Smets, Philippe (Eds.)

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  • ISBN 978-94-011-5054-5
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About this book

Belief change is an emerging field of artificial intelligence and information science dedicated to the dynamics of information and the present book provides a state-of-the-art picture of its formal foundations. It deals with the addition, deletion and combination of pieces of information and, more generally, with the revision, updating and fusion of knowledge bases. The book offers an extensive coverage of, and seeks to reconcile, two traditions in the kinematics of belief that often ignore each other - the symbolic and the numerical (often probabilistic) approaches. Moreover, the work encompasses both revision and fusion problems, even though these two are also commonly investigated by different communities. Finally, the book presents the numerical view of belief change, beyond the probabilistic framework, covering such approaches as possibility theory, belief functions and convex gambles.
The work thus presents a unified view of belief change operators, drawing from a widely scattered literature embracing philosophical logic, artificial intelligence, uncertainty modelling and database systems. The material is a clearly organised guide to the literature on the dynamics of epistemic states, knowledge bases and uncertain information, suitable for scholars and graduate students familiar with applied logic, knowledge representation and uncertain reasoning.

Table of contents (9 chapters)

Table of contents (9 chapters)

Buy this book

eBook 192,59 €
price for Spain (gross)
  • ISBN 978-94-011-5054-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 291,19 €
price for Spain (gross)
Softcover 239,19 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Belief Change
Editors
  • Dov M. Gabbay
  • Philippe Smets
Series Title
Handbook of Defeasible Reasoning and Uncertainty Management Systems
Series Volume
3
Copyright
1998
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media Dordrecht
eBook ISBN
978-94-011-5054-5
DOI
10.1007/978-94-011-5054-5
Hardcover ISBN
978-0-7923-5162-7
Softcover ISBN
978-94-010-6123-0
Edition Number
1
Number of Pages
VIII, 453
Topics

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