Towards teaching analytics: a contextual model for analysis of students’ evaluation of teaching through text mining and machine learning classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Library and Information Sciences,Education
Link
https://link.springer.com/content/pdf/10.1007/s10639-021-10751-5.pdf
Reference139 articles.
1. Abu Alfeilat, H. A., Hassanat, A. B. A., Lasassmeh, O., Tarawneh, A. S., Alhasanat, M. B., Eyal Salman, H. S., & Prasath, V. B. S. (2019). Effects of distance measure choice on k-nearest neighbor classifier performance: A review. Big Data, 7(4), 221–248. https://doi.org/10.1089/big.2018.0175
2. Abu Zohair, L. M. (2019). Prediction of Student’s performance by modelling small dataset size. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-019-0160-3
3. Al-Maskari, A., Al-Riyami, T., & Kunjumuhammed, S. K. (2021). Students academic and social concerns during COVID-19 pandemic. Education and Information Technologies. https://doi.org/10.1007/s10639-021-10592-2
4. Alao, V. M., Lansangan, J. R. G., & Barrios, E. B. (2019). Estimation of semiparametric mixed analysis of covariance model. Communications in Statistics Simulation and Computation. https://doi.org/10.1080/03610918.2019.1694152
5. Aldowah, H., Al-Samarraie, H., & Fauzy, W. M. (2019). Educational data mining and learning analytics for 21st century higher education: A review and synthesis. Telematics and Informatics, 37(April 2018), 13–49. https://doi.org/10.1016/j.tele.2019.01.007
Cited by 39 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. Analyzing the impact of digitized-education toward the future of education: A comparative study based on students’ evaluation of teaching data;Studies in Educational Evaluation;2024-09
2. Research Trends in Teaching Analytics: Bibliometric Mapping and Content Analysis;Technology, Knowledge and Learning;2024-08-08
3. The analysis of teaching quality evaluation for the college sports dance by convolutional neural network model and deep learning;Heliyon;2024-08
4. A Brief Survey of Text Mining: Domains, Implemented Algorithms and Evaluation Metrics;Journal of Information & Knowledge Management;2024-06-26
5. Machine learning model (RG-DMML) and ensemble algorithm for prediction of students’ retention and graduation in education;Computers and Education: Artificial Intelligence;2024-06
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