Machine learning-driven development of a behaviour-based student classification system (SCS-B) for enhanced educational analytics Article Swipe
E. S. Vinoth Kumar
,
R. Augustian Isaac
,
P. Sundaravadivel
,
P. Janaki Ramal
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-025-21332-8
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-025-21332-8
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Metadata
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- https://www.nature.com/articles/s41598-025-21332-8.pdf
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- 24
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All OpenAlex metadata
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https://openalex.org/W4415586515Canonical identifier for this work in OpenAlex
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https://doi.org/10.1038/s41598-025-21332-8Digital Object Identifier
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Machine learning-driven development of a behaviour-based student classification system (SCS-B) for enhanced educational analyticsWork title
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articleOpenAlex work type
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enPrimary language
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2025Year of publication
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2025-10-27Full publication date if available
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E. S. Vinoth Kumar, R. Augustian Isaac, P. Sundaravadivel, P. Janaki RamalList of authors in order
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https://doi.org/10.1038/s41598-025-21332-8Publisher landing page
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https://www.nature.com/articles/s41598-025-21332-8.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://www.nature.com/articles/s41598-025-21332-8.pdfDirect OA link when available
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0Total citation count in OpenAlex
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24Number of works referenced by this work
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