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Philippe Besnard and Marie-Odile Cordier and Yves Moinard
Ontology-based inference for causal explanation
, Integrated Computer-Aided Engineering
, IOS Press, Amsterdam
, Vol. 15
, No. 4
, 351-367
, 2008
, www.iospress.nl/
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Abstract
We define an inference system to capture explanations based on causal statements,
using an ontology in the form of an IS-A hierarchy.
We first introduce a simple logical language which makes it possible to express that
a fact causes another fact and that a fact explains another fact.
We present a set of formal inference patterns from causal statements to explanation statements.
We introduce an elementary ontology which
gives greater expressiveness to the system while staying close to propositional
reasoning.
We provide an inference system that captures the patterns discussed,
firstly in a purely propositional framework, then in a datalog
(limited predicate) framework.
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