OWL-BASED KNOWLEDGE DISCOVERY USING DESCRIPTION LOGICS REASONERS

Dimitrios A. Koutsomitropoulos, Dimitrios P. Meidanis, Anastasia N. Kandili, Theodore S. Papatheodorou

Abstract

The recent advent of the Semantic Web has given rise to the need for efficient and sound methods that would provide reasoning support over the knowledge scattered on the Internet. Description Logics and DL-based inference engines in particular play a significant role towards this goal, as they seem to have overlapping expressivity with the Semantic Web de facto language, OWL. In this paper we argue that DLs currently constitute one of the most tempting available formalisms to support reasoning with OWL. Further, we present and survey a number of DL based systems that could be used for this task. Around one of them (Racer) we build our Knowledge Discovery Interface, a web application that can be used to pose intelligent queries to Semantic Web documents in an intuitive manner. As a proof of concept, we then apply the KDI on the CIDOC-CRM reference ontology and discuss our results.

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Paper Citation


in Harvard Style

A. Koutsomitropoulos D., P. Meidanis D., N. Kandili A. and S. Papatheodorou T. (2006). OWL-BASED KNOWLEDGE DISCOVERY USING DESCRIPTION LOGICS REASONERS . In Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 4: ICEIS, ISBN 978-972-8865-44-3, pages 43-50. DOI: 10.5220/0002441400430050


in Bibtex Style

@conference{iceis06,
author={Dimitrios A. Koutsomitropoulos and Dimitrios P. Meidanis and Anastasia N. Kandili and Theodore S. Papatheodorou},
title={OWL-BASED KNOWLEDGE DISCOVERY USING DESCRIPTION LOGICS REASONERS},
booktitle={Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 4: ICEIS,},
year={2006},
pages={43-50},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002441400430050},
isbn={978-972-8865-44-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 4: ICEIS,
TI - OWL-BASED KNOWLEDGE DISCOVERY USING DESCRIPTION LOGICS REASONERS
SN - 978-972-8865-44-3
AU - A. Koutsomitropoulos D.
AU - P. Meidanis D.
AU - N. Kandili A.
AU - S. Papatheodorou T.
PY - 2006
SP - 43
EP - 50
DO - 10.5220/0002441400430050