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Authors: Alain Berro ; Imen Megdiche and Olivier Teste

Affiliation: IRIT UMR 5505 and University of Toulouse, France

Keyword(s): Statistical Open Data, RDF Graphs, Tables Extraction, Holistic Integration, Multidimensional Schema.

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

Abstract: Warehousing is a promising mean to cross and analyse Statistical Open Data (SOD). But extracting structures, integrating and defining multidimensional schema from several scattered and heterogeneous tables in the SOD are major problems challenging the traditional ETL (Extract-Transform-Load) processes. In this paper, we present a three step ETL processes which rely on RDF graphs to meet all these problems. In the first step, we automatically extract tables structures and values using a table anatomy ontology. This phase converts structurally heterogeneous tables into a unified RDF graph representation. The second step performs a holistic integration of several semantically heterogeneous RDF graphs. The optimal integration is performed through an Integer Linear Program (ILP). In the third step, system interacts with users to incrementally transform the integrated RDF graph into a multidimensional schema.

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Paper citation in several formats:
Berro, A.; Megdiche, I. and Teste, O. (2015). Graph-based ETL Processes for Warehousing Statistical Open Data. In Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 978-989-758-096-3; ISSN 2184-4992, SciTePress, pages 271-278. DOI: 10.5220/0005363302710278

@conference{iceis15,
author={Alain Berro. and Imen Megdiche. and Olivier Teste.},
title={Graph-based ETL Processes for Warehousing Statistical Open Data},
booktitle={Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2015},
pages={271-278},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005363302710278},
isbn={978-989-758-096-3},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - Graph-based ETL Processes for Warehousing Statistical Open Data
SN - 978-989-758-096-3
IS - 2184-4992
AU - Berro, A.
AU - Megdiche, I.
AU - Teste, O.
PY - 2015
SP - 271
EP - 278
DO - 10.5220/0005363302710278
PB - SciTePress

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