Learning Knowledge Roles for Populating Lightweight Application Ontologies

Authors

  • Eni Mustafaraj
  • Martin Hoof
  • Bernd Freisleben

Keywords:

knowledge acquisition, CommonKADS, knowledge roles, lightweight ontologies, active learning, predictive maintenance

Abstract

We present a framework for semi‑automatically acquiring domain knowledge necessary for building light‑weight, application ontologies. The approach adopts active learning for semantic annotation of knowledge roles that have been derived from the CommonKADS methodology. We discuss the framework advantages by implementing a light‑ weight, application ontology for a knowledge management application in a technical domain.

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Published

1 Jan 2006

Issue

Section

Articles