AUTOMATIC DISCOVERY OF SEMANTIC RELATIONSHIPS BETWEEN SCHEMA ELEMENTS

Nikos Rizopoulos

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Paper

AUTOMATIC DISCOVERY OF SEMANTIC RELATIONSHIPS BETWEEN SCHEMA ELEMENTS

Topics: Coupling and Integrating Heterogeneous Data Sources

In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 1: ICEIS, 3-8, 2004 , Porto, Portugal

Author: Nikos Rizopoulos

Affiliation: Imperial College, United Kingdom

Keyword(s): Automatic schema matching, semantic relationships, data integration.

Related Ontology Subjects/Areas/Topics: Coupling and Integrating Heterogeneous Data Sources ; Databases and Information Systems Integration ; Enterprise Information Systems

Abstract: The identification of semantic relationships between schema elements, or schema matching, is the initial step in the integration of data sources. Existing approaches in automatic schema matching have mainly been concerned with discovering equivalence relationships between elements. In this paper, we present an approach to automatically discover richer and more expressive semantic relationships based on a bidirectional comparison of the elements data and metadata. The experiments that we have performed on real-world data sources from several domains show promising results, considering the fact that we do not rely on any user or external knowledge.

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Paper citation in several formats:

Rizopoulos, N. (2004). AUTOMATIC DISCOVERY OF SEMANTIC RELATIONSHIPS BETWEEN SCHEMA ELEMENTS. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 3-8. DOI: 10.5220/0002611900030008

@conference{iceis04,
author={Nikos Rizopoulos.},
title={AUTOMATIC DISCOVERY OF SEMANTIC RELATIONSHIPS BETWEEN SCHEMA ELEMENTS},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2004},
pages={3-8},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002611900030008},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - AUTOMATIC DISCOVERY OF SEMANTIC RELATIONSHIPS BETWEEN SCHEMA ELEMENTS
SN - 972-8865-00-7
IS - 2184-4992
AU - Rizopoulos, N.
PY - 2004
SP - 3
EP - 8
DO - 10.5220/0002611900030008
PB - SciTePress