A Proposition of Knowledge Management Methodology for the Purpose of Reasoning with the Use of an upper-Ontology

This article describes a proposition of knowledge organization for the purpose of reasoningusing an upper-ontology. It presents a model of integrated ontologies architecture whichconsists of a domain ontologies layer with instances, a shared upper-ontology layer withadditional rules and a layer of ontologies mapping concrete domain ontologies with the upperontology.Thanks to the upper-ontology, new facts were concluded from domain ontologiesduring the reasoning process. A practical realization proposition is given as well. It is basedon some popular SemanticWeb technologies and tools, such as OWL, SWRL, nRQL, Prot´eg´eand Racer.

[1]  Marc Ehrig,et al.  State of the art on ontology alignment , 2013 .

[2]  Nigel Shadbolt,et al.  Resource Description Framework (RDF) , 2009 .

[3]  Diego Calvanese,et al.  The Description Logic Handbook , 2007 .

[4]  Helena Sofia Pinto,et al.  Ontology Integration: How to perform the Process , 2001, OIS@IJCAI.

[5]  Anni-Yasmin Turhan,et al.  RACE User''s Guide and Reference Manual , 1999 .

[6]  Mark A. Musen,et al.  SMART: Automated Support for Ontology Merging and Alignment , 1999 .

[7]  Patrizia Paggio,et al.  Ontology mapping to support multilingual ontology-based question answering , 2005 .

[8]  Valentina A. M. Tamma An ontology model supporting multiple ontologies for knowledge sharing , 2001 .

[9]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[10]  H. Sofia Pinto,et al.  Some Issues on Ontology Integration , 1999, IJCAI 1999.

[11]  Jaroslaw Kozlak,et al.  The Process of Integrating Ontologies for Knowledge Base Systems , 2005, Software Engineering: Evolution and Emerging Technologies.

[12]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[13]  Boris Motik,et al.  A mapping system for the integration of OWL-DL ontologies , 2005, IHIS '05.

[14]  Hyoil Han,et al.  A survey on ontology mapping , 2006, SGMD.

[15]  Steffen Staab,et al.  What Is an Ontology? , 2009, Handbook on Ontologies.

[16]  Adam Pease,et al.  Towards a standard upper ontology , 2001, FOIS.