Professor Chua Hui Na

Professor Chua Hui Na

Professor Chua Hui Na

  • Professor
Department of Computing and Information Systems
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Biography

Prof. Dr. Chua Hui Na received her MSc and Ph.D. from the University of Hertfordshire and the University of Nottingham, UK, respectively. She has managed and contributed to various Malaysian national research projects such as the FRGS and MDEC funds. Before joining academia, she worked in the industry for over ten years and had managed industry-based funded R&D projects when she was a full-time technical lead, filing more than ten patents. She is currently an Associate Editor for the Asia Pacific Journal of Information Systems and an Associate Professor at the Department of Computing and Information Systems, Sunway University.

 

Academic & Professional Qualifications

  • PhD in Computer Science, University of Nottingham, UK
  • MSc in Information Systems, University of Hertfordshire, UK

Research Interests

  • Applied Machine Learning
  • Text Analytics
  • Data Mining Approaches
  • Data Management
  • Information Security/Privacy

Notable Publications

  1. Wong, N. J. Y., & Chua, H. N. (2022). A Framework Integrated with Time Series and Text Mining Models to Compare Agenda-Setting Patterns of News and Social Media. JESTEC, Vol. 17 (3): June : 2022.
  2. Sua, A. J. Q., Chua, H. N., Khoo, H. L., Low, Y. C., Lee, A. S. H. & Akmar Ismail, M. (2022). User Mode Choice Behavior in Public Transportation: A Systematic Literature Review. Jurnal Kejuruteraan: Vol. 34 (1): January: 2022.
  3. Khan, Q., Chua H. N. (2021). Comparing Topic Modeling Techniques for Identifying Informative and Uninformative Content: A Case Study on COVID-19 Tweets. In 2021 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET). IEEE.
  4. Khan, Q., Chua H. N. (2021). An Automated Topics Labelling Framework using Zero-Shot Text Classification. In 2021 International Conference on Advanced Computer Science Applications and Technologies (ASCAT).
  5. KVV Reddy, I Elamvazuthi, A Abd Aziz, S Paramasivam, HN Chua (2021). Heart Disease Risk Prediction Using Machine Learning with Principal Component Analysis. International Conference on Intelligent and Advanced System (ICIAS). IEEE. 2021.
  6. WY Chin, HN Chua. Using the Theory of Interpersonal Behavior to predict Information Security Policy Compliance. International Conference on eDemocracy & eGovernment (ICEDEG). IEEE. 2021.
  7. HN Chua, AWQ Liao, YC Low, ASH Lee, MA Ismail. Challenges of Mining Twitter Data for Analyzing Service Performance: A Case study of Transportation Service in Malaysia. In International Conference on Business Information Systems.
  8. Springer, Cham. CJ Lee, HN Chua. (2021). Using Linguistics and Psycholinguistics Features in Machine Learning for Fake News Classification through Twitter. International Conference on Data Science and Applications (ICDSA 2021).
  9. KS Kok, HN Chua. (2021). Using Word2Vec-LDA-Cosine Similarity for Discovering News Dissemination Pattern to Support Government-Citizen Engagement. International Conference on Data Science and Applications (ICDSA 2021).
  10. DR Ratti, HN Chua. (2021). The Gaps of Identity Management in Fulfilling Personal Data Protection Regulations’ Requirements and Research Opportunities. International Conference on IT Convergence and Security 2021.
  11. CY Chaw, HN Chua. (2021). A Framework System Using Word Mover’s Distance Text Similarity Algorithm for Assessing Privacy Policy Compliance. International Conference on IT Convergence and Security 2021.
  12. N. W. J. Yan and H. N. Chua, "A Path Analysis Model to Identify the Effects of Social Media, News Media and Data Breach on Data Protection Regulation Awareness," 2020 IEEE 2nd International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), Kota Kinabalu, Malaysia, 2020, pp. 1-6, doi: 10.1109/IICAIET49801.2020.9257846.
  13. Nyow, N. X., Chua H. N. (2019). Detecting Fake News with Tweets’ Properties. IEEE Conference on Applications, Information and Network Security. Penang, Malaysia. 19-21 November 2019.
  14. Sim, W. L., Chua, H. N. & Tahir, M. (2019). Blockchain for Identity Management: The Implications to Personal Data Protection. IEEE Conference on Applications, Information and Network Security. Penang, Malaysia. 19th-21st November, 2019.
  15. Yeow, Z., Chua H. N. (2019). An Application for Classifying Depression in Tweets. The 2nd International Conference on Computing and Big Data. Taichung, Taiwan. 18th-20th October, 2019.
  16. Gan, M. F., Chua, H. N., & Wong, S. F. (2019). Privacy Enhancing Technologies implementation: An investigation of its impact on work processes and employee perception. Telematics and Informatics, 38, 13-29.
  17. Gan, M. F., Chua, H. N., Tan, I & Wong, S. F. (2019). Understanding Employees' Perception Towards Personal Data Protection and Their Work Processes through Privacy Enhancing Technologies (PETs) Adoption. The 9th International Qualitative Research Conference. 17th-19th October, 2019.
  18. Deniro, J., Chua H. N. (2018). Predicting Personal Mobility Data Disclosure. IEEE Conference on Big Data Analytics, Malaysia. 21st -22nd November, 2018.
  19. Choo, T. Y., Chua, H. N (2018). Data Warehouse Design and Implementation for Research Literature Mining. International Conference on Advanced in Computing, Communication and Automation (ICACCA), Malaysia. 26th-28th October, 2018. DOI: 10.1109/ICACCAF.2018.8776753.
  20. Chua, H. N., Wong, S. F., Low, Y. C. & Chang, Y. (2018). Impact of employees’ demographic characteristics on the awareness and compliance of information security policy in organizations. Telematics and Informatics, 35 (2018) 1770–1780. https://doi.org/10.1016/j.tele.2018.05.005.
  21. Chua, H. N., Syed Mustapha, S. M. F. D. (2018). Converged services composition with case-based reasoning. Int. J. Information and Communication Technology, Vol. 13, No. 3, 2018.
  22. Chang, E. M-L., & Chua, H. N. (2018). SQL & NoSQL database comparison: From performance perspective in supporting semi-structured data. Proceedings of the Future of Information and Communications Conference (FICC), Singapore. 5th-6th April 2018.
  23. Chua, H. N., Herbland, A., Wong, S. F., & Chang, Y. (2017). Compliance to personal data protection principles: A study of how organizations frame privacy policy notices. Telematics and Informatics, 34(4), 157-170. doi: 10.1016/j.tele.2017.01.008
  24. Chua, H. N., Wong, S. F., Chang, Y., & Libaque-Saenz, C. F. (2017). Unveiling the coverage patterns of newspapers on the personal data protection act. Government Information Quarterly, 34(2), 296-306. doi: 10.1016/j.giq.2017.02.006
  25. Gan, M. F., Chua, H. N., & Wong, S. F. (2017). Personal Data Protection Act enforcement with PETs adoption: an exploratory study on employees’ working process change. In K. J. Kim, H. Kim & N. Baek (Eds.), Proceedings of the 7th iCatse International Conference on IT Convergence and Security (pp. 193-202. Seoul, Korea.
  26. Yau, K. L. A., Lau, S. L., Chua, H. N., Ling, M. H., Iranmanesh, V., & Kwan, S. C. C. (2016). Greater Kuala Lumpur as a smart city: a case study on technology opportunities. Proceedings of the 8th International Conference on Knowledge and Smart Technology (KST) (pp. 96-101). Chengmai, Thailand.