Abstract
Education has been severely impacted by the spread of the COVID-19 virus. In order to prevent the spread of the COVID-19 virus and maintain education in the current climate, governments have compelled the public to adopt online platforms. Consequently, this decision has affected numerous lives in various ways. To investigate the impact of COVID-19 on students’ education, we amassed a dataset consisting of 10,000 tweets. The motivations of the study are; (i) to analyze the positive, negative, and neutral effects of COVID-19 on education; (ii) to analyze the opinions of stakeholders in their tweets about the transition from formal education to e-learning; (iii) to analyze people’s feelings and reactions to these changes; and (iv) to analyze the effects of different training methods on different groups. We constructed emotion recognition models utilizing shallow and deep techniques, including Convolutional Neural Network (CNN), Recurrent Neural Network (RNN), Long-short Term Memory (LSTM), Random Forest (RF), Naive Bayes (NB), Support Vector Machine (SVM), and Logical Regression (LR). RF algorithms with a bag-of-words model outperformed with over 80% accuracy in recognizing emotions.
Original language | English |
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Title of host publication | Artificial Intelligence Applications and Innovations - 19th IFIP WG 12.5 International Conference, AIAI 2023, Proceedings |
Editors | Ilias Maglogiannis, Lazaros Iliadis, John MacIntyre, Manuel Dominguez |
Publisher | Springer Science and Business Media Deutschland GmbH |
Pages | 189-200 |
Number of pages | 12 |
ISBN (Print) | 9783031341106 |
DOIs | |
Publication status | Published - 2023 |
Externally published | Yes |
Event | 19th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2023 - León, Spain Duration: 14 Jun 2023 → 17 Jun 2023 |
Publication series
Name | IFIP Advances in Information and Communication Technology |
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Volume | 675 IFIP |
ISSN (Print) | 1868-4238 |
ISSN (Electronic) | 1868-422X |
Conference
Conference | 19th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2023 |
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Country/Territory | Spain |
City | León |
Period | 14/06/23 → 17/06/23 |
Bibliographical note
Publisher Copyright:© 2023, IFIP International Federation for Information Processing.
Keywords
- Deep learning
- distance education
- sentiment analysis
- social media
- word embedding