To use the ontology in natural language processing (NLP) applications, a scoring mechanism was required to determine whether the governor and dependent concepts satisfy their semantic constraints in the ontology.
in order to measure concept association, we use an association ratio based on the information theoretic concept of mutual information (MI), which is a natural measure of the dependence between random variables (Church & Hanks, 1989).