A semantic role labelling-based framework for learning ontologies from Spanish documents

► Most of the information available in the Web is adapted primarily for human consumption. ► The Semantic Web deals with adding machine-readable information to Web pages. ► This paper proposes a new ontology learning methodology based on semantic role labeling. ► The method represents multiple semantic relations, taxonomic and partonomic in OWL 2.0. ► A set of experiments has been performed that show promising results.