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
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