Analysis of Government Policy Sentiment Regarding Vacation during the COVID-19 Pandemic Using the Bidirectional Encoder Representation from Transformers (BERT)
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Saqib Alam & Nianmin Yao, 2019. "The impact of preprocessing steps on the accuracy of machine learning algorithms in sentiment analysis," Computational and Mathematical Organization Theory, Springer, vol. 25(3), pages 319-335, September.
- Harleen Kaur & Shafqat Ul Ahsaan & Bhavya Alankar & Victor Chang, 2021. "A Proposed Sentiment Analysis Deep Learning Algorithm for Analyzing COVID-19 Tweets," Information Systems Frontiers, Springer, vol. 23(6), pages 1417-1429, December.
- Meysam Asgari-Chenaghlu & Mohammad-Reza Feizi-Derakhshi & Leili Farzinvash & Mohammad-Ali Balafar & Cina Motamed & Fei Xiong, 2021. "Topic Detection and Tracking Techniques on Twitter: A Systematic Review," Complexity, Hindawi, vol. 2021, pages 1-15, June.
- Qiong Jia & Yue Guo & Guanlin Wang & Stuart J. Barnes, 2020. "Big Data Analytics in the Fight against Major Public Health Incidents (Including COVID-19): A Conceptual Framework," IJERPH, MDPI, vol. 17(17), pages 1-21, August.
- Zaher Salah & Abdel-Rahman F. Al-Ghuwairi & Aladdin Baarah & Ahmad Aloqaily & Bar'a Qadoumi & Momen Alhayek & Bushra Alhijawi, 2019. "A systematic review on opinion mining and sentiment analysis in social media," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 31(4), pages 530-554.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Zaher Salah & Esraa Abu Elsoud, 2023. "Enhancing Network Security: A Machine Learning-Based Approach for Detecting and Mitigating Krack and Kr00k Attacks in IEEE 802.11," Future Internet, MDPI, vol. 15(8), pages 1-21, August.
- Carlos Henríquez Miranda & German Sanchez-Torres & Dixon Salcedo, 2023. "Exploring the Evolution of Sentiment in Spanish Pandemic Tweets: A Data Analysis Based on a Fine-Tuned BERT Architecture," Data, MDPI, vol. 8(6), pages 1-18, May.
- Kurubaran Ganasegeran & Mohd Fadzly Amar Jamil & Maheshwara Rao Appannan & Alan Swee Hock Ch’ng & Irene Looi & Kalaiarasu M. Peariasamy, 2022. "Spatial Dynamics and Multiscale Regression Modelling of Population Level Indicators for COVID-19 Spread in Malaysia," IJERPH, MDPI, vol. 19(4), pages 1-13, February.
- Galetsi, Panagiota & Katsaliaki, Korina & Kumar, Sameer, 2022. "The medical and societal impact of big data analytics and artificial intelligence applications in combating pandemics: A review focused on Covid-19," Social Science & Medicine, Elsevier, vol. 301(C).
- Ewen Hokijuliandy & Herlina Napitupulu & Firdaniza, 2023. "Application of SVM and Chi-Square Feature Selection for Sentiment Analysis of Indonesia’s National Health Insurance Mobile Application," Mathematics, MDPI, vol. 11(17), pages 1-21, September.
- Changcheng Kan & Qiwei Ma & Zhaoya Gong & Yuanjing Qi & Anrong Dang, 2022. "The Recovery of China’s Industrial Parks in the First Wave of COVID-19," IJERPH, MDPI, vol. 19(22), pages 1-15, November.
- Waseem Ahmad & Bang Wang & Philecia Martin & Minghua Xu & Han Xu, 2023. "Enhanced sentiment analysis regarding COVID-19 news from global channels," Journal of Computational Social Science, Springer, vol. 6(1), pages 19-57, April.
- Biresh Kumar & Sharmistha Roy & Anurag Sinha & Celestine Iwendi & Ľubomíra Strážovská, 2022. "E-Commerce Website Usability Analysis Using the Association Rule Mining and Machine Learning Algorithm," Mathematics, MDPI, vol. 11(1), pages 1-24, December.
- Olga Alejandra Alcántara Francia & Miguel Nunez-del-Prado & Hugo Alatrista-Salas, 2024. "Exploring the interpretability of legal terms in tasks of classification of final decisions in administrative procedures," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(5), pages 4833-4857, October.
- Senthil Kumar Jagatheesaperumal & Snegha Rajkumar & Joshinika Venkatesh Suresh & Abdu H. Gumaei & Noura Alhakbani & Md. Zia Uddin & Mohammad Mehedi Hassan, 2023. "An IoT-Based Framework for Personalized Health Assessment and Recommendations Using Machine Learning," Mathematics, MDPI, vol. 11(12), pages 1-21, June.
- Victor Chang & Carole Goble & Muthu Ramachandran & Lazarus Jegatha Deborah & Reinhold Behringer, 2021. "Editorial on Machine Learning, AI and Big Data Methods and Findings for COVID-19," Information Systems Frontiers, Springer, vol. 23(6), pages 1363-1367, December.
- Elif Bozkaya & Levent Eriskin & Mumtaz Karatas, 2023. "Data analytics during pandemics: a transportation and location planning perspective," Annals of Operations Research, Springer, vol. 328(1), pages 193-244, September.
More about this item
Keywords
sentiment analysis; bidirectional encoder representation from transformers; government policy; COVID-19;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jdataj:v:8:y:2023:i:3:p:46-:d:1078053. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.