A case study on model driven data integration for data centric software development

Kim, Hyeonsook, Zhang, Ying, Oussena, Samia and Clark, Tony (2009) A case study on model driven data integration for data centric software development. In: Proceedings of the ACM First International Workshop on Data-intensive Software Management and Mining. ACM, pp. 1-6. ISBN 9781605588100

[img]
Preview
PDF
A case study on model driven data integration for data centric software development.pdf - Accepted Version

Download (357kB) | Preview

Abstract

Model Driven Data Integration is a data integration approach that proactively incorporates and utilizes metadata across the data integration process. By decoupling data and metadata, MDDI drastically reduces complexity of data integration; whilst also providing an integrated standard development method, which is associated with Model Driven Architecture. This paper introduces a case study to adopt MDA technology as an MDDI framework for data centric software development; including data merging and data customization for data mining. A data merging model is also proposed to define relationships between different models at a conceptual level which is then transformed into a physical model. In this case study we collect and integrate historical data from various universities into the Data Warehouse system in order to develop student intervention services through data mining.

Item Type: Book Section
Additional Information: © 2009 ACM
Uncontrolled Keywords: Model Driven Data Integration, Data Warehouse, Model Driven Architecture, Data Merging
Subjects: Computing
Depositing User: Vani Aul
Date Deposited: 21 Feb 2014 16:20
Last Modified: 14 Jul 2017 09:08
URI: http://repository.uwl.ac.uk/id/eprint/725

Downloads

Downloads per month over past year

Actions (login required)

View Item View Item

Menu