DocumentCode :
615234
Title :
Research on adaptive e-Learning system using technology of learning navigation
Author :
Meijing Guan ; Jixuan Jia ; Yubing Yang ; Yu Hua ; Qingzhang Chen
Author_Institution :
Coll. of Inf. Eng., Ningbo Dahongying Univ., Ningbo, China
fYear :
2013
fDate :
26-28 April 2013
Firstpage :
24
Lastpage :
29
Abstract :
E-Learning system, as a great product of modern information technology, is an important way to implement education modernization. Many e-Learning systems have been developed in recent years. However, most of them are unable to organize and present education materials flexibly according to individual learner´s knowledge basis and learning ability. Based on detailed research of the deficiencies in current systems´ adaptability a new adaptive algorithm for adaptive e-Learning systems is designed and implemented, which is based on algorithm of the ´Bayesian Network´. This paper introduces the designs of adaptive e-Learning system´s prototype, adaptability diagnosing strategy and adaptive learning path strategy, designs of system functional models, business flow and data flow.
Keywords :
belief networks; computer aided instruction; Bayesian network; adaptability diagnosing strategy; adaptive algorithm; adaptive e-learning system prototype; adaptive learning path strategy; business flow; data flow; education modernization; information technology; learning navigation technology; system functional model; Computers; Electronic learning; XML; Adaptability; Bayesian Network; Learning Navigation; e-Learning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science & Education (ICCSE), 2013 8th International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4673-4464-7
Type :
conf
DOI :
10.1109/ICCSE.2013.6553877
Filename :
6553877
Link To Document :
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