There are considered the role and applications of ontological models in advanced pattern recognition methods. Formal definition
of ontological models, a general taxonomy, and specification of some typical ontological models are presented. Examples of
a simple, a composite and an extended ontological model are given. The role of ontological models in composite patterns recognition
is described and illustrated by examples.