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Authors: Dimitrios A. Koutsomitropoulos ; Dimitrios P. Meidanis ; Anastasia N. Kandili and Theodore S. Papatheodorou

Affiliation: High Performance Information Systems Laboratory,School of Engineering, University of Patras, Greece

Keyword(s): Inference, OWL, Semantic Web, Reasoning, Description Logics.

Related Ontology Subjects/Areas/Topics: Cloud Computing ; Enterprise Information Systems ; Semantic Web Technologies ; Services Science ; Software Agents and Internet Computing

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.

CC BY-NC-ND 4.0

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Paper citation in several formats:
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 2: ICEIS; ISBN 978-972-8865-44-3; ISSN 2184-4992, SciTePress, pages 43-50. DOI: 10.5220/0002441400430050

@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 2: ICEIS},
year={2006},
pages={43-50},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002441400430050},
isbn={978-972-8865-44-3},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - OWL-BASED KNOWLEDGE DISCOVERY USING DESCRIPTION LOGICS REASONERS
SN - 978-972-8865-44-3
IS - 2184-4992
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
PB - SciTePress