Title
Adaptive Learning in a Mobile Environment
Abstract
Mobile devices are getting more and more popular. With the advanced wireless technology, students can assess Internet with their PDAs. This study aims to develop an adaptive e-learning system on PDA. The idea is to distribute learning materials to the students adaptively. The adaptive engine is based on two levels of Bayesian networks. The first level measures the student performance and the second level determines the redistribution of materials when a student needs retaking. We divide the student performance into the study performance and the quiz performance. The quiz performance is measured by a computerized adaptive testing (CAT) while the study performance relates to the learning behavior of a student. Preliminary experiments demonstrated that student performance has been improved via the adaptive system.
Year
Venue
Keywords
2005
ICCE
computerized adaptive testing,quiz performance,students adaptively,advanced wireless technology,bayesian network,mobile environment,adaptive learning,adaptive e-learning system,adaptive system,study performance,student performance,adaptive engine
Field
DocType
Volume
Wireless,Computer science,Adaptive system,M-learning,Mobile device,Bayesian network,Computerized adaptive testing,Multimedia,Adaptive learning,The Internet
Conference
133
ISSN
ISBN
Citations 
0922-6389
1-58603-573-8
0
PageRank 
References 
Authors
0.34
2
4
Name
Order
Citations
PageRank
Tat Wai Ho100.34
Vincent To-Yee Ng2433.18
Stephen C. F. Chan316815.78
King Kang Tsoi400.68