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...

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Detalhes bibliográficos
Autor principal: Schaub, Torsten
Formato: Livre numérique
Idioma:Anglais
Publicado em: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
coleção:Lecture notes in computer science. Lecture notes in artificial intelligence 1409
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Edition sous un autre format:• The automation of reasoning with incomplete information, from semantic foundations to efficient computation, Torsten Schaub, 1998, New York, Springer, 1 vol. (XI-159 p.), Lecture notes in computer science, 3-540-64515-2
• The Automation of Reasoning with Incomplete Information, Texte imprimé, 9783662173008
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505 0 |a 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. 
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520 |a 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. 
650 |a Informatique 
650 |a Incertitude (théorie de l'information) 
650 |a Intelligence artificielle 
650 |a Logique symbolique et mathématique 
650 |a Théorèmes  |x Démonstration automatique 
650 |a Raisonnement 
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