Ontology-Based User Modeling for Adaptive Educational Hypermedia System

被引:1
|
作者
Liu, Zhiyong [1 ]
Liu, Lei [1 ]
Kang, Hui [1 ]
Zhong, Shaochun [2 ]
机构
[1] Jilin Univ, Coll Comp Sci & Technol, Changchun 130023, Peoples R China
[2] Northeast Normal Univ, Coll Software, Changchun, Peoples R China
关键词
Adaptive Learning; Ontology; User Model;
D O I
10.1109/ICCSE.2009.5228465
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
To Construct an accurate and comprehensive User Model is required in E-learning. User model can describe explicitly the learning goals and information needs about an individual learner. In this paper, we analyze learner characters and propose an ontology-based user model, which involves five modules. After that, we separately introduce the representation methods and run mechanisms of the five modules in detail. This approach greatly improves the accuracy of knowledge acquisition. A new adaptive learning pattern is proposed. At present, this work has been applied in junior high school physics. Through experiments it proves to be an efficient method for adaptive learning.
引用
收藏
页码:1203 / +
页数:2
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