A case study on model driven data integration for data centric software development.
Hyensook, Kim and Zhang, Ying and 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.
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 > SensoLab group
A. > School of Science and Technology > Computer Science > Intelligent Environments group
|Deposited On:||26 May 2010 08:51|
|Last Modified:||14 Mar 2015 16:58|
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