Machine Learning: The Role of Artificial Intelligence in Optimizing Student’s Performance and Behavior
Lawrence Andrei Sumaoang | Marlon Jay M. Sana | John Mathew D. Morales | Louigie V. Martin | Bernie N. Dula | Carl Adrian L. Delos Santos | Ivo Constantino | Jxian Dace D.C. Carillo | Netally L. Anos | Desarie S. Alfonso
Discipline: Education
References:
- Xue Wang (2022) Improvement of Students’ Autonomous Learning Behavior by Optimizing Foreign Language Blended Learning Mode
- lie Gligorea et al. (2023) Adaptive Learning Using Artificial Intelligence in e-Learning: A Literature Review
- Yu-Min Wang et al., (2022) What drives students’ AI learning behavior: a perspective of AI anxiety
- Carie Justine P. Estrellado (2023) Artificial Intelligence in the Philippine Educational Context:
- Circumspection and Future Inquiries, International Journal of Scientific and Research Publications.
- Gul.ai: AI- (2022, November 23). and IoT-enabled Plant-growing System for Boosting STEM Education in the Philippines.IEEE Conference Publication | IEEE Xplore.
- Nazareno, A. L., Lopez, M. J. F., Gestiada, G. A., Martinez, M. P., & Roxas-Villanueva, R. M. (2019). An artificial neural network approach in predicting career strand of incoming senior high school students. Journal of Physics. Conference Series, 1245(1), 012005.
- Hua, J. H. (2023, December 20). Converging perspectives: Assessing AI readiness and utilization in Philippine higher education. Pacific Journal of Social Research and Technology. Retrieved from
- Dela, A. C. R., Dela, A. K. C., Angelez, C. B., N., C. J. R., Cabahug, L. J., & V., M. R. D. (2024). Assessing AI adoption: Investigating variances in AI utilization across student year levels in Far Eastern University-Manila, Philippines. SSRN Electronic Journal. Retrieved from
- Bancoro, J. C. M. (2024, February). The relationship between artificial intelligence (AI) usage and academic performance of business administration students. Artificial Intelligence. Retrieved from
- Balaquiao, E. C. (2024). Optimizing students’ performance through artificial intelligence (AI) technology: A gamified approach to smart learning environment. Journal of Physical Education and Sport. Retrieved from
- Educational Initiatives. (2019). The Impact of ASSET on Learning Outcomes: A Research Study by Educational Initiatives. Retrieved from
- SRI International. (2015). Adaptive Learning Platforms: Results from an Efficacy Study Funded by the Bill & Melinda Gates Foundation. Retrieved from
- Alzahrani, L. (2023). Analyzing students’ attitudes and behavior toward artificial intelligence technologies in higher education. Retrieved from https://www.researchgate.net/publication/369647009_Analyzing_Students'_Attitudes_and_Behavior_Toward_Artificial_Intelligence_Technologies_in_Higher_Education eSchool News. What is the impact of artificial intelligence on students? (2024, February 5).Retrieved from
- Shahzad, M. F., Xu, S., Lim, W. M., Yang, X., & Khan, Q. R. (2024). Artificial intelligence and social media on academic performance and mental well-being: Student perceptions of positive impact in the age of smart learning. Retrieved from
- García-Martínez, I., Fernández-Batanero, J. M., Fernández-Cerero, J., & León, S. P. (2023). Analysing the impact of artificial intelligence and computational sciences on student performance: Systematic review and meta-analysis. Retrieved from
- Mureșan, M. (2023, June 8-9). Impact of artificial intelligence on education. Retrieved from
- Chen, L., Chen, P., & Lin, Z. (2020, April 17). Artificial intelligence in education: A review. IEEE Xplore.
- Ahmad, S., El-Affendi, M. A., Anwar, M. S., & Iqbal, R. (2022, May 17). Potential future directions in optimization of students’ performance prediction system. Hindawi.
- Hooda, M., Rana, C., Dahiya, O., Rizwan, A., & Hossain, M. S. (2022, May 5). Artificial intelligence for assessment and feedback to enhance student success in higher education. Hindawi.
- Estrellado, C. J. P. (2023, May). Artificial intelligence in the Philippine educational context: Circumspection and future inquiries. ResearchGate.
- Asirit, L. B. L., & Hua, J. H. (2023). Converging perspectives: Assessing AI readiness and utilization in Philippine higher education. PGJSRT.
- Sopera, S. K., Alaban, J. S., Briones, Z., & Magnaye, N. A. (2023, September). Artificial intelligence (AI) on learning process. Multitech Publisher.
- Balaquiao, E. C. (2024). Optimizing students’ performance through artificial intelligence (AI) technology: A gamified approach to smart learning environment. Journal of Physics: Emerging Science.
- Salido, V. (2023, December). Impact of AI-powered learning tools on student understanding and academic performance. ResearchGate.
- Wang X, (2022). Improvement of Students’ Autonomous Learning Behavior by Optimizing Foreign Language Blended Learning Mode. Available from: .
- Gligorea I, et al., (2023). Adaptive Learning Using Artificial Intelligence in e-Learning: A Literature Review. Available from: .
- Wang YM, et al., (2022). What drives students’ AI learning behavior: a perspective of AI anxiety. Available from: .
ISSN 2799-0842 (Online)
ISSN 2799-130X (Print)