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An Algorithm for Generating Arguments in Classical Predicate Logic

Efstathiou, V; Hunter, A; (2009) An Algorithm for Generating Arguments in Classical Predicate Logic. In: Sossai, C and Chemello, G, (eds.) SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS. (pp. 119 - 130). SPRINGER-VERLAG BERLIN

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There are a number of frameworks for modelling argumentation in logic. They incorporate a formal representation of individual arguments and techniques for comparing conflicting arguments. A common assumption for logic-based argumentation is that an argument is a pair <Phi, alpha > where Phi is a, minimal subset of the knowledgebase such that Phi is consistent and Phi entails the claim alpha. Different; logics provide different definitions for consistency and entailment and hence give us different options for argumentation. An appealing option is classical first-order logic which can express much more complex knowledge than possible with defeasible or classical propositional logics. However the computational viability of using classical first-order logic is an issue. Here we address this issue by using the notion of a connection graph and resolution with unification. We provide a, theoretical framework and algorithm for this, together with some theoretical results.

Type:Proceedings paper
Title:An Algorithm for Generating Arguments in Classical Predicate Logic
Event:10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Location:Verona, ITALY
Dates:2009-07-01 - 2009-07-03
UCL classification:UCL > School of BEAMS > Faculty of Engineering Science > Computer Science

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