A Methodology for Ontology Evaluation Using Topic Models

Abstract

The purpose of this paper is to describe a methodology for objectively evaluating ontologies. Our approach involves randomly partitioning the elements of an ontology into disjoints training and test set respectively, generating topic models on the training set, and evaluating how well the model fits the test set. We have tested our methodology on the… (More)
DOI: 10.1109/iNCoS.2012.42

Topics

6 Figures and Tables