Predicting learner’s performance through video sequences viewing behavior analysis using educational data-mining
Author:
Publisher
Springer Science and Business Media LLC
Subject
Library and Information Sciences,Education
Link
https://link.springer.com/content/pdf/10.1007/s10639-021-10512-4.pdf
Reference35 articles.
1. Abdous, M., & Yen, C.J. (2010). A predictive study of learner satisfaction and outcomes in face-to-face, satellite broadcast, and live video-streaming learning environments. The Internet and Higher Education, 13(4), 248–257. https://doi.org/10.1016/j.iheduc.2010.04.005.
2. Beatty, B.J., Merchant, Z., Albert, M. (2017). Analysis of student use of video in a flipped classroom. TechTrends, 63(4), 376–385. https://doi.org/10.1007/s11528-017-0169-1.
3. Brinton, C.G., & Chiang, M. (2015). Mooc performance prediction via clickstream data and social learning networks. In 2015 IEEE Conference on Computer Communications (INFOCOM). https://doi.org/10.1109/infocom.2015.7218617 (pp. 2299–2307): IEEE.
4. Dazo, S.L., Stepanek, N.R., Fulkerson, R., Dorn, B. (2016). An empirical analysis of video viewing behaviors in flipped cs1 courses. ACM Inroads, 7(4), 99–105. https://doi.org/10.1145/3007625.
5. de Boer, J. (2013). Learning from video: Viewing behavior of students. PhD thesis, University of Twente, University of Groningen.
Cited by 30 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. Hyperscale data analysis oriented optimization mechanisms for higher education management systems platforms with evolutionary intelligence;Applied Soft Computing;2024-04
2. The Sequence Matters in Learning - A Systematic Literature Review;Proceedings of the 14th Learning Analytics and Knowledge Conference;2024-03-18
3. A hybrid approach for early-identification of at-risk dropout students using LSTM-DNN networks;Education and Information Technologies;2024-03-14
4. Analyzing Student Moral Educational Behavior Pattern using Fuzzy K-means clustering with Evolutionary Pattern Mining Approach;2024 International Conference on Integrated Circuits and Communication Systems (ICICACS);2024-02-23
5. Video-Based Learning Recommender Systems: A Systematic Literature Review;IEEE Transactions on Learning Technologies;2024
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