On a plausible concept-wise multipreference semantics and its relations with self-organising maps [article]

Laura Giordano, Valentina Gliozzi, Daniele Theseider Dupré
2020 arXiv   pre-print
Inthispaperwedescribeaconcept-wisemulti-preferencesemantics for description logic which has its root in the preferential approach for modeling defeasible reasoning in knowledge representation. We argue that this proposal, beside satisfying some desired properties, such as KLM postulates, and avoiding the drowning problem, also defines a plausible notion of semantics. We motivate the plausibility of the concept-wise multi-preference semantics by developing a logical semantics of self-organising
more » ... aps, which have been proposed as possible candidates to explain the psychological mechanisms underlying category generalisation, in terms of multi-preference interpretations.
arXiv:2008.13278v1 fatcat:ppvnpbtmjfa7rp3d6z4y7sjpvy