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Putri, R.K., Athoillah, M. , Prayogo and Sulistyaningtyas , A.D. 2026. Support Vector Machine Based Classification of Students’ Mathematics Learning Preferences Using Educational Data Mining. International Journal of Information Technology, Research and Applications. 5, 1 (Mar. 2026), 32–44. DOI:https://doi.org/10.59461/ijitra.v5i1.228.