Rational Reasoning with Finite Conditional Knowledge Bases

Theoretical and Implementational Aspects
1. Auflage 2018
ISBN: 978-3-476-04823-3
Verlag: J.B. Metzler

Buch, Englisch, 365 Seiten, Format (B × H): 148 mm x 210 mm, Gewicht: 511 g

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.

Zielgruppe

Research

Autoren/Hrsg.

Eichhorn, Christian

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Geisteswissenschaften Philosophie Erkenntnistheorie
• Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten

Inhaltsverzeichnis

ContentsProperties 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.

Über Autor(innen)

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.