• DocumentCode
    2457475
  • 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
  • fYear
    2009
  • fDate
    Aug. 31 2009-Sept. 4 2009
  • Firstpage
    318
  • Lastpage
    322
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Application, 2009. DEXA '09. 20th International Workshop on
  • Conference_Location
    Linz
  • ISSN
    1529-4188
  • Print_ISBN
    978-0-7695-3763-4
  • Type

    conf

  • DOI
    10.1109/DEXA.2009.24
  • Filename
    5337132