1. An ontology directory service tool for automatically discovering ontology file categories, said ontology directory service tool comprising: a web search unit searching a network for semantic data files; a preprocessing unit generating an ontology file from content from each identified said semantic data file; a category discovery unit identifying a generic category structure for generated ontology files; and a classification unit classifying ontology file instances responsive to said training sets.