DocumentCode :
3140537
Title :
Cognitive Trait Model and Divergent Associative Learning
Author :
Lin, Taiyu ; Kinshuk ; Graf, Sabine
Author_Institution :
Massey Univ., Palmerston North
fYear :
2007
fDate :
18-20 July 2007
Firstpage :
325
Lastpage :
327
Abstract :
Cognitive trait model (CTM) is a student model that aims to create profiles of learners´ cognitive traits. Divergent associative learning (DAL) denotes the characteristic of learning that develops links between new and existing concepts. Relationships of DAL to divergent thinking and associative learning are examined in this paper. Manifestations of DAL are extracted from literature and used in CTM to create approximations of learners´ DAL. A Web-based tool called Web-DAL was developed to measure DAL psychometrically in an empirical study. In this study, the comparison of the approximations of DAL and the psychometric data shows a promising sign of using the proposed CTM to profile learners´ DAL.
Keywords :
Internet; computer aided instruction; Web-based tool; cognitive trait model; divergent associative learning; literature extraction; psychometric data; Data mining; Detectors; History; Learning systems; Neural networks; Problem-solving; Production; Psychology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Learning Technologies, 2007. ICALT 2007. Seventh IEEE International Conference on
Conference_Location :
Niigata
Print_ISBN :
0-7695-2916-X
Type :
conf
DOI :
10.1109/ICALT.2007.95
Filename :
4281023
Link To Document :
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