A UML & Spatial OCL based Approach for Handling Quality Issues in SOLAP Systems

Kamal Boulil; Sandro Bimonte; Francois Pinet

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Paper

A UML & Spatial OCL based Approach for Handling Quality Issues in SOLAP Systems

Topics: Data Warehouses and OLAP; Modeling Formalisms, Languages, and Notations (e.g. UML, ER variants)

In Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS, 99-104, 2012 , Wroclaw, Poland

Authors: Kamal Boulil ; Sandro Bimonte and Francois Pinet

Affiliation: Irstea and UR TSCF, France

Keyword(s): Spatial DataWarehouse, Spatial OLAP, Quality, UML, OCL, Integrity Constraints.

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

Abstract: Spatial Data warehouses and Spatial OLAP systems are Business Intelligence technologies allowing efficient and interactive analysis of large geo-referenced datasets. In such a kind of systems the goodness of analysis depends on: the warehoused data quality, how aggregations are performed, and how warehoused data are explored. In this paper, we propose a framework based on a UML profile and OCL-defined integrity constraints to grant quality in the whole SOLAP system. We also propose an automatic implementation in a classical ROLAP architecture to validate our proposal.

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Paper citation in several formats:

Boulil, K.; Bimonte, S. and Pinet, F. (2012). A UML & Spatial OCL based Approach for Handling Quality Issues in SOLAP Systems. In Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 978-989-8565-10-5; ISSN 2184-4992, SciTePress, pages 99-104. DOI: 10.5220/0003967100990104

@conference{iceis12,
author={Kamal Boulil. and Sandro Bimonte. and Francois Pinet.},
title={A UML & Spatial OCL based Approach for Handling Quality Issues in SOLAP Systems},
booktitle={Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2012},
pages={99-104},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003967100990104},
isbn={978-989-8565-10-5},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - A UML & Spatial OCL based Approach for Handling Quality Issues in SOLAP Systems
SN - 978-989-8565-10-5
IS - 2184-4992
AU - Boulil, K.
AU - Bimonte, S.
AU - Pinet, F.
PY - 2012
SP - 99
EP - 104
DO - 10.5220/0003967100990104
PB - SciTePress