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Dr. UNHAWA NINRUTSIRIKUN

Email: unhawa.nin@kmutt.ac.th

Phone: 024709818

Work Affiliations

Strategic Research Themes

digital learning (Future Learning)

Publications

● A Feature Engineering Approach to Improve Clustering-Based Persona Generation; Wongabut, T., Ninrutsirikun, et al.; 2025; Conference proceedings article
● Automating Persona Generation: Leveraging ChatGPT-4 in Educational Digital Services; Thanatat Wongabut, Unhawa Ninrutsirikun, Chonlameth Arpnikanondt; 2025; Conference proceedings article
● Student Academic Performance Prediction using Machine Learning with Various Features and Scenarios; Nott Santiketa, Unhawa Ninrutsirikun, Suluk Chaikhan, et al.; 2024; Conference proceedings article
● Predicting the Master’s Educational Achievement using Different Models; Unhawa Ninrutsirikun, Aphorn Chiawchankaset, Sanit Sirisawatvatana and Vithida Chongsuphajaisiddhi; 2023; Conference proceedings article
● University Students’ Acceptance and Usage of Generative AI (ChatGPT) from a Psycho-Technical Perspective; Lawal Ibrahim Dutsinma Faruk, Rohani Rohan, Unhawa Ninrutsirikun, et al.; 2023; Conference proceedings article
● Emotion Detection of Thai Elderly Facial Expressions using Hybrid Object Detection; Thanapong Khajontantichaikun, Saichon Jaiyen, Siam Yamsaengsung, et al.; 2022; Conference proceedings article
● Unified Model for Learning Style Recommendation; Ninrutsirikun, Unhawa; Pal, Debajyoti; Arpnikanondtand, et al.; 2021; Journal article
● Principal Component Clustered Factors for Determining Study Performance in Computer Programming Class; Ninrutsirikun, Unhawa; Imai, Hideyuki; Watanapa, et al.; 2020; Journal article
● Effect of the Multiple Intelligences in multiclass predictive model of computer programming course achievement; Ninrutsirikun U., Watanapa B., Arpnikanondt C., et al.; 2017; Conference proceedings article

Expertise