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Authors: Haïfa Nakouri and Nadia Essoussi

Affiliation: University of Tunis, Tunisia

Keyword(s): A Model-driven Process for Data Transformation of Heterogeneous Data

Related Ontology Subjects/Areas/Topics: Agile Model-Driven Development ; Applications and Software Development ; Executable UML ; MetaModeling ; Meta-Programming ; Methodologies, Processes and Platforms ; Model Execution and Simulation ; Model Transformation ; Model Transformations and Generative Approaches ; Model-Driven Software Development ; Model-Driven Systems Engineering ; Models ; Paradigm Trends ; Software Engineering

Abstract: In this paper, a model-driven approach to transform data format is provided. Original data is extracted from heterogeneous sources and is initially presented in a generic format called the public view format. Our approach includes a complete process of data transformation starting with data in public view format and ending with generating different kinds of formats (Excel, XML, HTML, etc.). There are three main stages in the proposed model-driven process: the input file injection which inserts the public view’s data in their corresponding model, the model-to-model transformation to bridge between the public view’s model and the output file’s model and finally the output file extraction to extract the output file from its corresponding model. Experimental results show that a model-driven approach for data transformation outperforms a code-centric approach in terms of execution time and automation rate.

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Paper citation in several formats:
Nakouri, H. and Essoussi, N. (2013). A Model-driven Process for Data Transformation of Heterogeneous Data. In Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development - MODELSWARD; ISBN 978-989-8565-42-6; ISSN 2184-4348, SciTePress, pages 177-181. DOI: 10.5220/0004221901770181

@conference{modelsward13,
author={Haïfa Nakouri. and Nadia Essoussi.},
title={A Model-driven Process for Data Transformation of Heterogeneous Data},
booktitle={Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development - MODELSWARD},
year={2013},
pages={177-181},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004221901770181},
isbn={978-989-8565-42-6},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development - MODELSWARD
TI - A Model-driven Process for Data Transformation of Heterogeneous Data
SN - 978-989-8565-42-6
IS - 2184-4348
AU - Nakouri, H.
AU - Essoussi, N.
PY - 2013
SP - 177
EP - 181
DO - 10.5220/0004221901770181
PB - SciTePress