A description logic framework for commonsense conceptual combination integrating typicality, probabilities and cognitive heuristics
Abstract
We propose a nonmonotonic Description Logic of typicality able to account for the phenomenon of the combination of prototypical concepts. The proposed logic relies on the logic of typicality ? , whose semantics is based on the notion of rational closure, as well as on the distributed semantics of probabilistic Description Logics, and is equipped with a cognitive heuristic used by humans for concept composition.
- Publication:
-
Journal of Experimental & Theoretical Artificial Intelligence
- Pub Date:
- September 2020
- DOI:
- 10.1080/0952813X.2019.1672799
- Bibcode:
- 2020JETAI..32..769L