• DocumentCode
    261872
  • Title

    Knowledge discovery potential in automated test assembly

  • Author

    Ignjatovic, Miroslava ; Bojic, Dragan ; Furlan, Bojan ; Tartalja, Igor

  • Author_Institution
    Visoke Skole Strukovnih Studija Za Informacione i Komunikacione Tehnologije, Belgrade, Serbia
  • fYear
    2014
  • fDate
    25-27 Nov. 2014
  • Firstpage
    1051
  • Lastpage
    1054
  • Abstract
    Creating knowledge tests in academic institutions is a procedure that is frequently repeated, and which requires examiner´s effort and significant time invested. The procedure is complex and demands objectivity of the examiner, test consistency and reliability. Automating the procedure can improve objectivity and facilitate the process to the examiner. This paper analyses potential of the proposed method for automated test assembly based on existing test bank, using method knowledge discovery and the nearest neighbor algorithm.
  • Keywords
    data mining; educational administrative data processing; educational institutions; academic institutions; automated test assembly; examiner effort; knowledge discovery; knowledge tests; nearest neighbor algorithm; test bank; Assembly; Electronic mail; Genetic algorithms; Java; Knowledge discovery; Servers; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications Forum Telfor (TELFOR), 2014 22nd
  • Conference_Location
    Belgrade
  • Print_ISBN
    978-1-4799-6190-0
  • Type

    conf

  • DOI
    10.1109/TELFOR.2014.7034587
  • Filename
    7034587