
The Automation of Reasoning with Incomplete Information
From Semantic Foundations to Efficient Computation
Torsten Schaub(Author)
Springer (Publisher)
Published on 29. April 1998
Book
Paperback/Softback
XIV, 166 pages
978-3-540-64515-3 (ISBN)
Description
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.
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.
More details
Series
Edition
1997 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XIV, 166 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 11 mm
Weight
283 gr
ISBN-13
978-3-540-64515-3 (9783540645153)
DOI
10.1007/BFb0054963
Schweitzer Classification
Content
The original approach: Classical default logic.- An alternative approach: Constrained default logic.- Putting default logics into perspective.- A context-based framework for default logics.- Possible worlds semantics for default logics.- Adding specificity to default logics.- Adding lemma handling to default logics.- Query-answering in default logics.- A Prolog-technology compiler for query-answering.- Conclusions and perspectives.