Title :
An application of a healthcare data warehouse system
Author_Institution :
Adv. Comput. Lab., MIMOS, Berhad, Malaysia
Abstract :
This paper describes the establishment ofthe proof of concept (POC) data warehouse platform for the healthcare system which encompassed the system design, ETL data processing, and On-Line Analytical Process (OLAP) analysis. The healthcare data warehouse system implemented is developed in both client-server platform as well as web-based platform. In each platform, we provide both the OLAP and reports in interactive graphical layout and deployed in the cloud environment. In the data cleansing process, a cleansing methodology has been proposed and implements to ensure a consistent and correct loading of data into data warehouse.
Keywords :
client-server systems; cloud computing; data mining; data warehouses; health care; interactive systems; ETL data processing; OLAP analysis; POC data warehouse platform; Web-based platform; client-server platform; cloud environment; data cleansing process; data consistency; data loading; extract transform load; healthcare data warehouse system; healthcare system; interactive graphical layout; on-line analytical process analysis; Cleaning; Data mining; Data models; Data warehouses; Databases; Hospitals; Extract Transform Load (ETL); OLAP; data cleaning; data quality;healthcare data warehouse; data warehouse;
Conference_Titel :
Innovative Computing Technology (INTECH), 2013 Third International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4799-0047-3
DOI :
10.1109/INTECH.2013.6653698
