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
TypeConference paper
TitleA case study on model driven data integration for data centric software development.
AuthorsHyensook, 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 GroupResearch Group on Development of Intelligent Environments
SensoLab group
ConferenceACM first international workshop on Data-intensive software management and mining
Publication dates
Print2009
Publication process dates
Deposited26 May 2010
Output statusPublished
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
LanguageEnglish
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