A case study on model driven data integration for data centric software development.
Conference paper
Hyensook, K., Zhang, Y., Oussena, S. and Clark, T. 2009. A case study on model driven data integration for data centric software development. ACM first international workshop on Data-intensive software management and mining. Hong Kong 06 Nov 2009
Type | Conference paper |
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Title | A case study on model driven data integration for data centric software development. |
Authors | Hyensook, K., Zhang, Y., Oussena, S. and Clark, T. |
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. |
Research Group | Research Group on Development of Intelligent Environments |
SensoLab group | |
Conference | ACM first international workshop on Data-intensive software management and mining |
Publication dates | |
2009 | |
Publication process dates | |
Deposited | 26 May 2010 |
Output status | Published |
Web address (URL) | http://dl.acm.org/citation.cfm?id=1651309.1651311&coll=GUIDE&dl=GUIDE&type=series&idx=SERIES772&part=series&WantType=Proceedings&title=CIKM |
Language | English |
File |
https://repository.mdx.ac.uk/item/82w95
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