Student elective course selection patterns and satisfaction determinants identified through educational data mining.

Semerikov SO, Bondarenko OV, Nechypurenko PP, Vakaliuk TA, Mintii IS

DOI: 10.1038/s41598-026-37712-7
Published: 2026 Feb 2
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-37712-7,
  title = {Student elective course selection patterns and satisfaction determinants identified through educational data mining.},
  author = {Semerikov SO and Bondarenko OV and Nechypurenko PP and Vakaliuk TA and Mintii IS},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-37712-7},
  url = {https://doi.org/10.1038/s41598-026-37712-7}
}

RIS

TY  - JOUR
TI  - Student elective course selection patterns and satisfaction determinants identified through educational data mining.
AU  - Semerikov SO
AU  - Bondarenko OV
AU  - Nechypurenko PP
AU  - Vakaliuk TA
AU  - Mintii IS
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-37712-7
UR  - https://doi.org/10.1038/s41598-026-37712-7
ER  -

APA

SO, S., OV, B., PP, N., TA, V., & IS, M. (2026). Student elective course selection patterns and satisfaction determinants identified through educational data mining.. Scientific reports. https://doi.org/10.1038/s41598-026-37712-7

Source records

pubmed · retrieved 2026-09-26T01:22:30.631Z