Title :
SUT-Miner: A Knowledge Mining and Managing System for Medical Databases
Author :
Kerdprasop, Kittisak ; Kerdprasop, Nittaya
Author_Institution :
Sch. of Comput. Eng., Suranaree Univ. of Technol., Nakhon Ratchasima, Thailand
fDate :
Aug. 31 2009-Sept. 4 2009
Abstract :
Knowledge is a valuable asset to most organizations as a substantial source to support better decisions. Recently there has been an increasing interest in devising database and data mining technologies to automatically induce knowledge from biomedicine, clinical and health data. Most work had adopted a single technique in the knowledge induction process. We propose a knowledge mining system as an integrated environment storing a repertoire of tools for discovering strong and useful knowledge. We demonstrate the usefulness aspect through the semi-automatic trigger creation for the medical database. A rapid prototyping of association mining engine is also presented in the paper.
Keywords :
data mining; deductive databases; medical administrative data processing; SUT-Miner system; association mining engine; knowledge management system; knowledge mining; medical databases; semi-automatic trigger creation; Application software; Association rules; Data engineering; Data mining; Databases; Engines; Knowledge management; Medical diagnostic imaging; Prototypes; Technology management; association rules; knowledge mining; medical databases; triggers;
Conference_Titel :
Database and Expert Systems Application, 2009. DEXA '09. 20th International Workshop on
Conference_Location :
Linz
Print_ISBN :
978-0-7695-3763-4
DOI :
10.1109/DEXA.2009.24