Combining click-stream data with NLP tools to better understand MOOC completion

Author:

Crossley Scott1,Paquette Luc2,Dascalu Mihai3,McNamara Danielle S.4,Baker Ryan S.5

Affiliation:

1. Georgia State University, Atlanta, GA

2. University of Illinois at Urbana-Champaign, Champaign, IL

3. University Politehnica of Bucharest, Bucharest, Romania

4. Arizona State University, Tempe, AZ

5. Teachers College, Columbia University, New York, NY

Funder

National Science Foundation

Institute for Education Sciences

Publisher

ACM

Reference46 articles.

1. Balakrishnan G. & Coetzee D. 2013. Predicting Student Retention in Massive Open Online Courses Using Hidden Markov Models. Electrical Engineering and Computer Sciences University of California at Berkeley. Balakrishnan G. & Coetzee D. 2013. Predicting Student Retention in Massive Open Online Courses Using Hidden Markov Models. Electrical Engineering and Computer Sciences University of California at Berkeley .

2. Bradley M. M. and Lang P. J. 1999. Affective norms for English words (ANEW): Stimuli instruction manual and affective ratings. Technical report. The Center for Research in Psychophysiology University of Florida. Bradley M. M. and Lang P. J. 1999. Affective norms for English words (ANEW): Stimuli instruction manual and affective ratings. Technical report. The Center for Research in Psychophysiology University of Florida .

Cited by 92 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. Emerging Techniques for Online Learning Analytics;Communications in Computer and Information Science;2023-11-09

2. Combining Human and Automated Scoring Methods in Experimental Assessments of Writing: A Case Study Tutorial;Journal of Educational and Behavioral Statistics;2023-11-08

3. Impact of Covid-19 epidemic on online learning and educational resources in China;EAI Endorsed Transactions on Pervasive Health and Technology;2023-08-21

4. Mental health at different stages of cancer survival: a natural language processing study of Reddit posts;Frontiers in Psychology;2023-06-23

5. Using Transformer Language Models to Validate Peer-Assigned Essay Scores in Massive Open Online Courses (MOOCs);LAK23: 13th International Learning Analytics and Knowledge Conference;2023-03-13

同舟云学术

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