Rational Reasoning with Finite Conditional Knowledge Bases (PDF)

Name: Rational Reasoning with Finite Conditional Knowledge Bases
Brand: Springer-Verlag GmbH
SKU: 110003945
Price: 54.99 EUR
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Theoretical and Implementational Aspects (Sprache: Englisch)

Autor: Christian Eichhorn

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Rational Reasoning with Finite Conditional Knowledge Bases, Christian Eichhorn

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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 c-Representations
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.

Autoren-Porträt von Christian Eichhorn

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.