A case study on model driven data integration for data centric software development.
Hyensook, Kim, Zhang, Ying, Oussena, Samia and Clark, Tony (2009) A case study on model driven data integration for data centric software development. In: ACM first international workshop on Data-intensive software management and mining, November 6th, 2009, Hong Kong. . [Conference or Workshop Item]
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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: | Conference or Workshop Item (Paper) |
|---|---|
| Research Areas: | A. > School of Science and Technology > Computer Science A. > School of Science and Technology > Computer Science > Intelligent Environments group A. > School of Science and Technology > Computer Science > SensoLab group |
| Item ID: | 5812 |
| Depositing User: | Tony Clark |
| Date Deposited: | 26 May 2010 08:51 |
| Last Modified: | 30 Nov 2022 01:33 |
| URI: | https://eprints.mdx.ac.uk/id/eprint/5812 |
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