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We present ARTIGENCE, a representation language that combines description logics and Horn rules with uncertainty. ARTIGENCE capabilities go beyond the similar hybrid systems presently available, and it contains three components: a highly expressive description logic ACLNR, a set of probabilistic Horn rules and a set of ground facts. The new features described, often required in realistic application...
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