Probabilistic Ontology Learner in Semantic Turkey

  • Authors:
  • Francesca Fallucchi;Noemi Scarpato;Armando Stellato;Fabio Massimo Zanzotto

  • Affiliations:
  • Disp, University "Tor Vergata", Rome, Italy;Disp, University "Tor Vergata", Rome, Italy;Disp, University "Tor Vergata", Rome, Italy;Disp, University "Tor Vergata", Rome, Italy

  • Venue:
  • AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
  • Year:
  • 2009

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Abstract

In this paper we present the Semantic Turkey Ontology Learner (ST-OL), an incremental ontology learning system, that follows two main ideas: (1) putting final users in the learning loop; (2) using a probabilistic ontology learning model that exploits transitive relations for inducing better extraction models.