Probabilistic Inheritance and Reasoning in Hybrid Knowledge Representation Systems

This paper proposes a probabilistic extension for the semantics of hybrid represen- tation systems comprising both a terminological and an assertional component. This extension maintains the original performance of drawing inferences on a hierarchy of terminological defi- nitions. It enlarges its range of applicability to real world environments determined not only by definitional but also by uncertain knowledge.