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Research on Learning Path Recommendation Algorithms in Online Learning Community

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成果类型:
会议论文
作者:
Ye, Jun-min;Xu, Song*;Xu, Chen;Luo, Da-xiong;Wang, Zhi-feng;...
通讯作者:
Xu, Song
作者机构:
[Luo, Da-xiong; Ye, Jun-min; Xu, Song; Xu, Chen; Chen, Shu] Cent China Normal Univ, Sch Comp, Wuhan 430070, Hubei, Peoples R China.
[Wang, Zhi-feng] Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430070, Hubei, Peoples R China.
通讯机构:
[Xu, Song] C
Cent China Normal Univ, Sch Comp, Wuhan 430070, Hubei, Peoples R China.
语种:
英文
关键词:
Recommendation algorithms;Online learning;Learning path
期刊:
2018 INTERNATIONAL CONFERENCE ON ELECTRICAL, CONTROL, AUTOMATION AND ROBOTICS (ECAR 2018)
ISSN:
2475-885X
年:
2018
卷:
307
页码:
326-333
会议名称:
International Conference on Electrical, Control, Automation and Robotics (ECAR)
会议论文集名称:
DEStech Transactions on Engineering and Technology Research
会议时间:
SEP 16-17, 2018
会议地点:
Xiamen, PEOPLES R CHINA
会议主办单位:
[Ye, Jun-min;Xu, Song;Xu, Chen;Luo, Da-xiong;Chen, Shu] Cent China Normal Univ, Sch Comp, Wuhan 430070, Hubei, Peoples R China.^[Wang, Zhi-feng] Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430070, Hubei, Peoples R China.
出版地:
439 DUKE STREET, LANCASTER, PA 17602-4967 USA
出版者:
DESTECH PUBLICATIONS, INC
ISBN:
978-1-6059-5579-7
基金类别:
National Social Science Fund General Project [17BTQ061]
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
教育信息技术学院
摘要:
Aiming at the problem of "learning defiance" and "information overload" brought by educating big data to learners, this paper proposes an online learning community personalized learning path recommendation algorithm based on ant colony algorithm: in terms of computing pheromone, it combines individuality. Based on the characteristics of the learning path, a learning path scoring method based on multi-factor fuzzy evaluation is proposed to quantify the learning path evaluation as a score to solve the problem that it is difficult for the subjective score to accurately represent the pheromone con...

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