Artitayaporn Rojarath, Ph.D.
Department of Information Technology, Faculty of Informatics, Mahasarakham University, Thailand
She received her MSc in Information Technology in 2013. In 2020, She received a Ph.D. degree in Information Technology, all from Khon Kaen University, Thailand. Her research interests include data mining, machine learning, ensemble learning model, and prompt engineering. Other researches, she is also interested area of decision support systems, pattern classification, and business intelligence and analytics.
Courses
Bachelor’s courses in the Information Technology program, Department of Information Technology, Faculty of Informatics, Mahasarakham University, Thailand
Data Science for Business
Business data management techniques; data evaluation for business decisions; forecasting; business decision support application; business analytics tools
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Data Mining
Introduction of data mining; concepts of data mining; data mining processes; data mining techniques; analysis and measurement; development of data mining applications for related tasks
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Mathematics and Statistics for Information Technology
Logic; inductive proof; grouping; graph theory; probability; sampling; estimation; hypothesis testing; correlation analysis and regression
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Software Engineering
Introduction of software engineering; software development processes; project management, cost estimation, requirement engineering, software analysis design and architecture design; software development; user interface design, testing, usage, maintenance, quality management, and process improvement
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Data Science
Data Science; data collection; data problem analysis; building and using models; tuning model; development of data science applications for related tasks
Recent Publications
- Rojarath, A., Songpan, W., Okafor, E., & Surinta, O. (2025). Enhancing Personality Characteristics Analysis with SMOTE and Association Rule Mining: A Case Study on Introverts and Extroverts, ICIC Express Letters, 19(6), 597-606. https://doi.org/10.24507/icicel.19.06.597
- Rojarath, A., Jantama, T., Srirat, W., Mookpakdee, N., khumwiso, K., & Surinta, O.(2024). Factors analysis affecting stroke disease using association rules. Journal of Science and Technology Mahasakham University, 43(3), 206-222. (TCI 1) [In Thai]
“Never give up”
Artitayaporn Rojarath
Lecturer