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Authors: Paolo Ceravolo 1 ; Ernesto Damiani 1 ; Marcello Leida 1 ; Zhan Cui 2 and Alex Gusmini 2

Affiliations: 1 Università degli studi di Milano, Italy ; 2 Intelligent Systems Research Centre, BT Group, United Kingdom

ISBN: 978-989-8111-36-4

ISSN: 2184-4992

Keyword(s): Data Integration, Mapping Generation, Matching Operators, Clustering, Semantic, Formal Concept Analysis.

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

Abstract: Recent works on Business Intelligence do highlight the need of on-time, trustable and sound data access systems. Moreover the application of these systems in a flexible and dynamic environment requires for an approach based on automatic procedures that can provide reliable results. A crucial factor for any automatic data integration system is the matching process. Different categories of matching operators carry different semantics. For this reason combining them in a single algorithm is a non trivial process that have to take into account a variety of options. This paper proposes a solution based on a categorization of matching operators that allow to group similar attributes on a semantic rich form. This way we define all the information need in order to create a mapping. Then Mapping Generation is activated only on those set of elements that can be queried without violating any integrity constraints on data.

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Paper citation in several formats:
Ceravolo P.; Damiani E.; Leida M.; Cui Z.; Gusmini A. and (2008). ODDI - A Framework for Semi-automatic Data Integration.In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 4: ICEIS, ISBN 978-989-8111-36-4, pages 15-24. DOI: 10.5220/0001678000150024

author={Paolo Ceravolo and Ernesto Damiani and Marcello Leida and Zhan Cui and Alex Gusmini},
title={ODDI - A Framework for Semi-automatic Data Integration},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 4: ICEIS,},


JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 4: ICEIS,
TI - ODDI - A Framework for Semi-automatic Data Integration
SN - 978-989-8111-36-4
AU - Ceravolo, P.
AU - Damiani, E.
AU - Leida, M.
AU - Cui, Z.
AU - Gusmini, A.
PY - 2008
SP - 15
EP - 24
DO - 10.5220/0001678000150024

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