MERANGKA DAN MEMBANGUNKAN DATAMINING WORKBENCH
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Date
2000-08
Authors
Yusoff, Prof. Zaharin
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Abstract
Business and scientific endeavours now routinely gather large quantities of data that can
help in acquiring an intimate understanding of the parent enterprise, thus leading to valueadded
strategic and tactical decision support services. Today's healthcare enterprise,
supported by Tele-Medicine based high-tech IT systems, also generate volumes of datahealth
related facts. It is our contention that data repositories, storing vital health data, need
to be charged with harvesting data-driven decision support towards strategic planning and
management of the healthcare enterprise-a vision shared by the MSC Tele-Medicine
project. The proposal entails the extraction of tangible knowledge from raw health data by
way of a suite of IT-driven Group Data Services (GDS).
In this project, we firstly present the philosophical foundation of a GDS environment;
secondly we present a reference Data Mining environment-a Healthcare Enterprise
Memory-with the functionality to acquire, share and operationalise the various modalities
of healthcare knowledge/data; and finally we present the functional and architectural
specification of a universal and generic GDS info-structure-the IT manifestation of the
GDS provider-that is a confluence of data warehousing techniques, data exchange and
collation tools, data-service-specification front-ends, data analysis and interpretation
routines and data visualisation paradigms.
We will conclude that the 'knowledge quotient' of a healthcare enterprise can be enhanced
by procuring diverse facets of knowledge from the seemingly placid healthcare data
repositories, and subsequently operationalising the procured knowledge to derive a suite of
GDS that can impact strategic decision-making, planning and management of the
healthcare enterprise.
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MERANGKA DAN MEMBANGUNKAN DATAMINING