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T. Schaub , University of Potsdam, Germany

The Automation of Reasoning with Incomplete Information

From Semantic Foundations to Efficient Computation

Reasoning with incomplete information constitutes a major challenge for any intelligent system. In fact, we expect such systems not to become paralyzed by missing information but rather to arrive at plausible results by bridging the gaps in the information available. A versatile way of reasoning in the absence of information is to reason by default. This book aims at providing formal and practical means for automating reasoning with incomplete information by starting from the approach taken by the framework of default logic. For this endeavor, a bridge is spanned between formal semantics, over systems for default reasoning, to efficient implementation.

Keywords: Automated Reasoning, Nonmonotonic Logic, Default Logic, Con- text-Based Reasoning, Uncertainty

Fields: Artificial Intelligence; Formal Languages

Written for: Researchers and Professionals

Table of Contents

1998 . XI, 159 pp.
ISBN 3-540-64515-2
Softcover
DM 50,-
Available

Book category: Monograph
Publication language English
(Lecture Notes in Computer Science. Eds.: G. Goos; J. Hartmanis; J.van Leeuwen. Vol. 1409) (Lecture Notes in Artificial Intelligence. Eds.: J.G. Carbonell; J. Siekmann. )


Last update: September 28, 1998
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