MERANGKA DAN MEMBANGUNKAN DATAMINING WORKBENCH

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dc.contributor.authorYusoff, Prof. Zaharin
dc.date.accessioned2016-01-14T06:32:49Z
dc.date.available2016-01-14T06:32:49Z
dc.date.issued2000-08
dc.description.abstractBusiness 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.en_US
dc.identifier.urihttp://hdl.handle.net/123456789/1610
dc.subjectMERANGKA DAN MEMBANGUNKAN DATAMININGen_US
dc.titleMERANGKA DAN MEMBANGUNKAN DATAMINING WORKBENCHen_US
dc.typeThesisen_US
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Pusat Pengajian Sains Komputer - Tesis