Using supervised machine learning on large-scale online forums to classify course-related Facebook messages in predicting learning achievement within the personal learning environment-Reference-Cited by-同舟云学术

Using supervised machine learning on large-scale online forums to classify course-related Facebook messages in predicting learning achievement within the personal learning environment

Published:2018-09-03 Issue:1 Volume:28 Page:65-80
ISSN:1049-4820
Container-title:Interactive Learning Environments
language:en
Short-container-title:Interactive Learning Environments

Author:

Wu Jiun-Yu¹^ORCID,Hsiao Yi-Cheng¹,Nian Mei-Wen¹^ORCID

Affiliation:

1. Institute of Education, National Chiao Tung University, Hsinchu, Taiwan, R.O.C.

Funder

Ministry of Science and Technology

Publisher

Informa UK Limited

Subject

Computer Science Applications,Education

Link

https://www.tandfonline.com/doi/pdf/10.1080/10494820.2018.1515085

Reference47 articles.

1. Understanding cognitive presence in an online and blended community of inquiry: Assessing outcomes and processes for deep approaches to learning

2. Needle in a haystack: Identifying learner posts that require urgent response in MOOC discussion forums

3. Design-Based Research: Putting a Stake in the Ground

4. Responsibility and generativity in online learning communities

Cited by 59 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. Understanding the Growth of Artificial Intelligence in Educational Research through Bibliometric Analysis;Sustainability;2024-08-06

2. Augmenting assessment with AI coding of online student discourse: A question of reliability;Computers and Education: Artificial Intelligence;2024-06

3. A bibliometric analysis of studies on technology‐supported learning environments: Hot topics and frontier evolution;Journal of Computer Assisted Learning;2024-01-22

4. Applying Machine Learning to Augment the Design and Assessment of Immersive Learning Experience;Machine Learning in Educational Sciences;2024

5. Examining the relationship between peer feedback classified by deep learning and online learning burnout;Computers & Education;2023-12