Rational Reasoning with Finite Conditional Knowledge Bases

Lieferzeit: Lieferbar innerhalb 14 Tagen

53,49 

Theoretical and Implementational Aspects

ISBN: 3476048233
ISBN 13: 9783476048233
Autor: Eichhorn, Christian
Verlag: J.B. Metzler Verlag GmbH
Umfang: xxviii, 365 S., 1 s/w Illustr., 365 p. 1 illus.
Erscheinungsdatum: 12.01.2019
Auflage: 1/2019
Produktform: Kartoniert
Einband: Kartoniert

Nonmonotonic reasoning is a discipline of computer science, epistemology, and cognition: It models inferences where classical logic is inadequate in symbolic AI, defines normative models for reasoning with defeasible information in epistemology, and models human reasoning under information change in cognition. Its building blocks are defeasible rules formalised as DeFinetti conditionals. In this thesis, Christian Eichhorn examines qualitative and semi-quantitative inference relations on top said conditionals, using the conditional structure of the knowledge base and Spohn’s Ordinal Conditional Functions, using established properties. Converting network approaches from probabilistics, he shows how to approach the relations with regard to implementation. Contents Properties of Nonmonotonic Reasoning Reasoning with Sets of cRepresentations Network Approaches to Ordinal Conditional Functions Formal Inferences and Commonsense Reasoning: Connections to Psychology and Cognition Target Groups Academics and students of computer science, cognitive science and theoretical philosophy Information scientists and experimental psychologists The Author Christian Eichhorn received his doctorate from the Computer Science Department at the Technical University, Dortmund. His research was supported by the interdisciplinary Priority Programme SPP1516 „New Frameworks of Rationality“ of the Deutsche Forschungsgemeinschaft.

Artikelnummer: 5985107 Kategorie:

Beschreibung

Nonmonotonic reasoning is a discipline of computer science, epistemology, and cognition: It models inferences where classical logic is inadequate in symbolic AI, defines normative models for reasoning with defeasible information in epistemology, and models human reasoning under information change in cognition. Its building blocks are defeasible rules formalised as DeFinetti conditionals. In this thesis, Christian Eichhorn examines qualitative and semi-quantitative inference relations on top said conditionals, using the conditional structure of the knowledge base and Spohn's Ordinal Conditional Functions, using established properties. Converting network approaches from probabilistics, he shows how to approach the relations with regard to implementation.

Autorenporträt

The AuthorChristian Eichhorn received his doctorate from the Computer Science Department at the Technical University, Dortmund. His research was supported by the interdisciplinary Priority Programme SPP1516 "New Frameworks of Rationality" of the Deutsche Forschungsgemeinschaft.

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