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Research on personalized E-learning system using fuzzy set based clustering algorithm

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成果类型:
期刊论文
作者:
Lu, Feng*;Li, Xin;Liu, Qingtang;Yang, Zongkai;Tan, Guoxin(谈国新);...
通讯作者:
Lu, Feng
作者机构:
[Tan, Guoxin; Yang, Zongkai; Liu, Qingtang; He, Tingting; Lu, Feng; Li, Xin] Huazhong Normal Univ, Engn & Res Ctr Informat Technol Educ, Wuhan 430079, Peoples R China.
[Lu, Feng; Li, Xin] Hunan Unive Sci & Engn, Sci & Technol Educ Dept, Yongzhou 425100, Peoples R China.
通讯机构:
[Lu, Feng] H
Huazhong Normal Univ, Engn & Res Ctr Informat Technol Educ, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
difficulty level;learner ability;fuzzy clustering algorithm
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2007
卷:
4489
期:
PART 3
页码:
587-590
基金类别:
Key Scientific and Technical Innovation Project, Ministry of Education of China [NO705038]; Special Scientific Research Fund for Doctor Subjects of Universities [NO20050511002]; Hubei Nature Science Fund [NO2006ABC011]
机构署名:
本校为第一且通讯机构
院系归属:
教育信息技术学院
摘要:
Personalized service is becoming increasingly important, especially in E-learning field. Most personalized E-learning systems only take learners preferences, interests and browsing behaviors into consideration. These systems usually neglect considering whether the learners ability and the difficulty level of recommended learning materials are matched to each other or not. This paper proposes a personalized E-learning system using fuzzy set based clustering algorithm which considers both course materials' difficulty and learners' ability to provide appropriate learning stuffs for learners indiv...

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