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Sentiment analysis in education research: a review of journal publications

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成果类型:
期刊论文
作者:
Zhou, Jin*;Ye, Jun-min
通讯作者:
Zhou, Jin
作者机构:
[Zhou, Jin] Cent China Normal Univ CCNU, Sch Educ Informat Technol, Wuhan, Peoples R China.
[Ye, Jun-min] Cent China Normal Univ, Sch Comp, Wuhan, Peoples R China.
通讯机构:
[Zhou, Jin] C
Cent China Normal Univ CCNU, Sch Educ Informat Technol, Wuhan, Peoples R China.
语种:
英文
关键词:
Sentiment analysis;online learning;education;emotions;literature review
期刊:
Interactive Learning Environments
ISSN:
1049-4820
年:
2023
卷:
31
期:
3
页码:
1252-1264
基金类别:
Jun-min Ye is a professor in School of Computer, Central China Normal University (CCNU). His research has been funded by National Social Science Foundation. He has led many national researches and technological projects and made contributions in technology development and higher education sectors. His research interests include learning analytics and educational data mining and sentiment analysis in online learning environment. Email: jmye@mail.ccnu.edu.cn .
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
教育信息技术学院
摘要:
Sentiment analysis (SA) is widespread across all fields and has become one of the most active topics in education research, and there is a growing body of papers published. So far, however, there has been little discussion about comprehensive literature reviews in SA in education. Therefore, this study aims to review the high-qualified scientific literature of SA in education and reveals the future research prospects of SA based on the reviewed papers. After systematically searching five online bibliographic databases, 41 relevant articles were...

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