Abstract. Several ontology building methodologies have been developed endowed with different characteristics, however there is not yet a clear method to select the most appropriate ontology building methodology for a specific application. This paper proposes a few criteria for comparing different ontology building methodologies, starting from a proposal derived from the IEEE Standard 1074-1995 for software development [1].