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Some Syntactic Approaches to the Handling of Inconsistent Knowledge Bases: A Comparative Study Part 1: The Flat Case
Authors:Benferhat  Salem  Dubois  Didier  Prade  Henri
Institution:(1) Institut de Recherche en Informatique de Toulouse (I.R.I.T.), Université Paul Sabatier - C.N.R.S, 118 route de Narbonne, 31062 Toulouse Cadex 4, France
Abstract:This paper presents and discusses several methods for reasoning from inconsistent knowledge bases. A so-called argued consequence relation, taking into account the existence of consistent arguments in favour of a conclusion and the absence of consistent arguments in favour of its contrary, is particularly investigated. Flat knowledge bases, i.e., without any priority between their elements, are studied under different inconsistency-tolerant consequence relations, namely the so-called argumentative, free, universal, existential, cardinality-based, and paraconsistent consequence relations. The syntax-sensitivity of these consequence relations is studied. A companion paper is devoted to the case where priorities exist between the pieces of information in the knowledge base.
Keywords:inconsistency  argumentation  nonmonotonic reasoning  syntax-sensitivity
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