DocumentCode
2152652
Title
An automatized case-based cognitive skills assessment approach
Author
Petrovic, Juraj ; Tralic, Dijana ; Pale, Predrag
Author_Institution
Dept. of Electron. Syst. & Inf. Process., Univ. of Zagreb, Zagreb, Croatia
fYear
2013
fDate
25-27 Sept. 2013
Firstpage
153
Lastpage
156
Abstract
This paper describes a proposed automatized case-based cognitive skills assessment system. Unlike most currently available computer-based assessment systems that offer support only for simple assessment tasks, this system supports domain independent case-based assessment of cognitive skills or performance. Automatic feedback and performance evaluation functions of the system are based on extracting relationships and knowledge from a database of available cases and offer support for two types of assessment tasks: case solving, and case knowledge explicitation through construction of a decision tree classifier. The proposed system is described in terms of supported assessment tasks and underlying functions.
Keywords
cognition; computer aided instruction; decision trees; automatic feedback; automatized case; cognitive skills assessment approach; computer based assessment systems; decision tree classifier; e-learning; independent case based assessment; knowledge explicitation; Databases; Decision trees; Educational institutions; Learning systems; Materials; Medical diagnostic imaging; Case-based Assessment; Decision Trees; Skill Assessment; e-Assessment; e-Learning;
fLanguage
English
Publisher
ieee
Conference_Titel
ELMAR, 2013 55th International Symposium
Conference_Location
Zadar
ISSN
1334-2630
Print_ISBN
978-953-7044-14-5
Type
conf
Filename
6658340
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