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A review of sentiment analysis of educational sector stakeholders.

Authors :
Srivastava, Purnima Kumari
Roy, Sharmistha
Pranav, Prashant
Source :
AIP Conference Proceedings; 2023, Vol. 2981 Issue 1, p1-9, 9p
Publication Year :
2023

Abstract

Sentiment analysis is a process of judging people thinking, imaginations, thoughts, personality through their textual words, emotions, different types of pictures including emoji's, paintings and behavior etc. Sentiment analysis is widely spread in multiple fields and the deployment of the approach for judging the sentiments of educational sector stakeholders is barely a researched field. Teacher and students are the backbone of our educational system who works behind the improvement of the educational infrastructure and development of any country. Their sentiments while teaching and learning both affect the future of our new generation. In this review paper, we highlight different methods, approaches and tools related to sentiment analysis. Classification tools include Machine learning and lexicon analysis, whereas Statistical tools include ANOVA test, T-test etc. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2981
Issue :
1
Database :
Complementary Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
174165862
Full Text :
https://doi.org/10.1063/5.0181556