Dropout prediction model in MOOC based on clickstream data and student sample weight
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-021-05795-1.pdf
Reference51 articles.
1. Adolfo JUZ, Gregorio T, Alfonso M (2021) Variable neighborhood search to solve the generalized orienteering problem. Int Trans Oper Res 28(1):142–167
2. Arcuri A, Briand LA (2011) practical guide for using statistical tests to assess randomized algorithms in software engineering. 33rd International Conference on Software Engineering, 21–28 Honolulu, USA, 1–10
3. Al-Shabandar R, Hussain A, Laws A, et al. (2017) Machine learning approaches to predict learning outcomes in Massive open online courses. International Joint Conference on Neural Networks, 14–19 Anchorage, Alaska, USA, 713–720
4. Bradley AP (2013) ROC curve equivalence using the Kolmogorov-Smirnov test. Pattern Recogn Lett 34(5):470–475
5. Chai Y, Lei C U, Hu X, et al (2018) WPSS: dropout prediction for MOOCs using course progress normalization and subset selection. The Fifth Annual ACM Conference on Learning at Scale, 26–28 London, UK, 29–34
Cited by 21 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. An Actionable Learning Path-based Model to Predict and Describe Academic Dropout;Ingeniería e Investigación;2024-07-28
2. Investigating Factors Contributing to Student Dropout in a STEM MOOC;2024 IEEE Global Engineering Education Conference (EDUCON);2024-05-08
3. Early prediction of MOOC dropout in self-paced students using deep learning;Interactive Learning Environments;2024-01-02
4. Ensemble models based on CNN and LSTM for dropout prediction in MOOC;Expert Systems with Applications;2024-01
5. Enhancing Dropout Prediction in Distributed Educational Data Using Learning Pattern Awareness: A Federated Learning Approach;Mathematics;2023-12-16
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3