Managing Data From Knowledge Bases: Querying and Extraction, Zhang

Автор: Christian Eichhorn
Название: Rational Reasoning with Finite Conditional Knowledge Bases
ISBN: 3476048233 ISBN-13(EAN): 9783476048233
Издательство: Springer
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Описание: 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.