Argumentation as a practical foundation for decision theory
Paul-Amaury Matt
Broschiertes Buch

Argumentation as a practical foundation for decision theory

Designing expert systems in AI using logical knowledge and statistical data

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This thesis proposes a general method for the design of decision-theoretic expert systems relying on logical knowledge and statistical data. The work expounded here is based on two modern theories of artificial intelligence, viz. argumentation theory and the theory of coherent previsions, also known as "imprecise probabilities". Argumentation has the ability to model practical knowledge, expertise and opinions (perhaps to some extent intuition as well) and when carefully employed in the design of expert systems understandably permits to reach satisfying degrees of substantive goodness. The the...