HYENSOOK, Kim, ZHANG, Ying, OUSSENA, Samia and CLARK, Tony (2009). A case study on model driven data integration for data centric software development. In: DSMM '09 : Proceedings of the ACM first international workshop on Data-intensive software management and mining, November 6th, 2009, Hong Kong. New York, ACM, 1-6.Full text not available from this repository.
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:||Workshop was part of the CIKM '09 Conference on Information and Knowledge Management , Hong Kong, China, November 2-6 2009.|
|Research Institute, Centre or Group:||Cultural Communication and Computing Research Institute > Communication and Computing Research Centre|
|Depositing User:||Tony Clark|
|Date Deposited:||12 Apr 2016 15:09|
|Last Modified:||09 Nov 2016 17:08|
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