A case study on model driven data integration for data centric software development

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. Categories and Subject Descriptors H.2.0 [Database Management General]: Modeling of Data Integration – conceptua...

• Type: Conference
• Year: 2009
• Where: CIKM
• Authors: Hyeonsook Kim, Ying Zhang, Samia Oussena, Tony Clark
• Keywords: CIKM 2009, Data Integration, Database, Model Driven Architecture, Model Driven Data