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