XiaoMu: an AI-driven assistant for MOOCs

被引:1
作者
Zhengyang SONG [1 ]
Jie TANG [2 ]
Tracy Xiao LIU [3 ]
Wenjiang ZHENG [4 ]
Lili WU [4 ]
Wenzheng FENG [2 ]
Jing ZHANG [5 ]
机构
[1] Institute for Interdisciplinary Information Sciences,Tsinghua University
[2] Department of Computer Science and Technology,Tsinghua University
[3] School of Economics and Management,Tsinghua University
[4] Center for Strategic Studies,Chinese Academy of Engineering
[5] Information School,Renmin University of China
关键词
D O I
暂无
中图分类号
G434 [计算机化教学]; TP393.092 [];
学科分类号
040110 ; 080402 ;
摘要
<正>Nowadays, massive open online courses(MOOCs), are attracting widespread interest as an alternative education model. Several MOOCs platforms, such as Coursera, edX,and Udacity have been built and they provide low-cost opportunities for anyone who needs to access a massive number of courses from the worldwide top universities. However, the learning completion rate of the learners via MOOCs is extremely low compared with that in real classroom learning.Thus, this study builds a system, called XiaoMu, to design intelligent intervention strategies for the learning process of learners and improve the learning efficiency through automatic analysis of courses and learners. We deployed our system on the website1), which is one of the largest MOOCs in China.
引用
收藏
页码:222 / 224
页数:3
相关论文
共 4 条
[1]   Career Map: visualizing career trajectory [J].
Kan WU ;
Jie TANG ;
Zhou SHAO ;
Xinyi XU ;
Bo GAO ;
Shu ZHAO .
ScienceChina(InformationSciences), 2018, 61 (10) :247-249
[2]  
Accurate inference of user popularity preference in a large-scale online video streaming system[J]. Xiaoying TAN,Yuchun Guo,Yishuai CHEN,Wei ZHU.Science China(Information Sciences). 2018(01)
[3]  
Understanding Dropouts in MOOCs[J] . Wenzheng Feng,Jie Tang,Tracy Xiao Liu.Proceedings of the AAAI Conference on Artificial Intelligence . 2019
[4]  
Course concept extraction in moocs via embedding-based graph propagation .2 Pan L M,Wang X C,Li C J,et al. Proceedings of the 8th International Joint Conference on Natural Language Processing . 2017