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DOI: 10.14569/IJACSA.2021.0121108
PDF

Analyzing the Sentiments of Jordanian Students Towards Online Education in the Higher Education Institutions

Author 1: Bayan Alfayoumi
Author 2: Mohammad Alshraideh
Author 3: Saleh Al-Sharaeh
Author 4: Martin Leiner
Author 5: Iyad Muhsen AlDajani

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 12 Issue 11, 2021.

  • Abstract and Keywords
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Abstract: Sentiment analysis and opinion polling are two areas that have grown significantly over the past decade. Opinion research and sentiments analysis in the online education environment can truly reflect the learning state of students and educators and experts in the field; providing the theoretical basis needed to further review educational procedure and conduct. This study aims to shed light on identifying and visualizing students' objective feelings based on an exploration of the subject matter and materials of learning and gathering sentiments from university Facebook groups at various levels and layers in detail. The proposed method is a qualitative descriptive research method that includes data pre-processing, subject discovery, sentiment analysis, and visualization. In relative terms, 39.7% of text messages were positive and 52.3% of text messages were negative and understanding the narrative of these feelings and their impact on the online learning environment.

Keywords: Online education; students; sentiment analysis; online education; online environment; online social media

Bayan Alfayoumi, Mohammad Alshraideh, Saleh Al-Sharaeh, Martin Leiner and Iyad Muhsen AlDajani, “Analyzing the Sentiments of Jordanian Students Towards Online Education in the Higher Education Institutions” International Journal of Advanced Computer Science and Applications(IJACSA), 12(11), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0121108

@article{Alfayoumi2021,
title = {Analyzing the Sentiments of Jordanian Students Towards Online Education in the Higher Education Institutions},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2021.0121108},
url = {http://dx.doi.org/10.14569/IJACSA.2021.0121108},
year = {2021},
publisher = {The Science and Information Organization},
volume = {12},
number = {11},
author = {Bayan Alfayoumi and Mohammad Alshraideh and Saleh Al-Sharaeh and Martin Leiner and Iyad Muhsen AlDajani}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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