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A hybrid intelligence-aided approach to affect-sensitive e-learning

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成果类型:
期刊论文
作者:
Chen, Jingying*;Luo, Nan;Liu, Yuanyuan;Liu, Leyuan;Zhang, Kun;...
通讯作者:
Chen, Jingying
作者机构:
[Liu, Leyuan; Luo, Nan; Zhang, Kun; Liu, Yuanyuan; Chen, Jingying] Cent China Normal Univ, Natl Engn Ctr E Learning, Wuhan, Peoples R China.
[Liu, Leyuan; Zhang, Kun; Liu, Yuanyuan; Chen, Jingying] CICET, Wuhan, Peoples R China.
[Kolodziej, Joanna] Cracow Univ Technol, Inst Comp Sci, PL-30084 Krakow, Poland.
通讯机构:
[Chen, Jingying] C
Cent China Normal Univ, Natl Engn Ctr E Learning, Wuhan, Peoples R China.
语种:
英文
关键词:
E-Learning;Intelligent system;Affect recognition;Affect learning model;Education cloud
期刊:
Computing
ISSN:
0010-485X
年:
2016
卷:
98
期:
1-2
页码:
215-233
基金类别:
National Key Technology Research and Development ProgramNational Key Technology R&D Program [2013BAH72B01]; Ministry of Education and China Mobile [MCM20130601]; Humanities and Social Sciences Foundation of the Ministry of Education [14YJAZH005]; CCNU from the Colleges' Basic Research and Operation of MOEMinistry of Education, Singapore [CCNU13B001]; Wuhan Chenguang Project [2013070104010019]; Scientific Research Foundation for the Returned Overseas Chinese ScholarsScientific Research Foundation for the Returned Overseas Chinese Scholars [(2013)693]; young foundation of Wenhua college [J0200540102]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61272206]
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
国家数字化学习工程技术研究中心
摘要:
E-Learning has revolutionized the delivery of learning through the support of rapid advances in Internet technology. Compared with face-to-face traditional classroom education, e-learning lacks interpersonal and emotional interaction between students and teachers. In other words, although a vital factor in learning that influences a human’s ability to solve problems, affect has been largely ignored in existing e-learning systems. In this study, we propose a hybrid intelligence-aided approach to affect-sensitive e-learning. A system has been de...

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