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Sankore

Named after the University of Sankore in Timbuktu — one of the world’s oldest centres of learning. Every figure here is computed from work-level records in our own graph, never copied from a source’s summary count.

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An Explainable Machine Learning Framework for Predicting Student Academic Outcomes in Higher Education

2026Journal of Studies in Science and Mathematics EducationJournal

10.67203/jossme.2026.szw46j1k Full text0 citations

Authors

5 authors.

Mubashir HarunaFirst authorCorresponding
- Federal University Birnin Kebbi (NG)
Abubakar Bello Bada
- Federal University Birnin Kebbi (NG)
Ede Ifesinachi Chizzy
- Federal University Birnin Kebbi (NG)
Abdulsalam Ibrahim Magawata
- Federal University Birnin Kebbi (NG)
Abdullahi Usman GulumbeSenior author
- Federal University Birnin Kebbi (NG)

Fields

Assignment is probabilistic — a work belongs to several fields in proportions.

Online Learning and Analyticslevel 3 · 0.91
Intelligent Tutoring Systems and Adaptive Learninglevel 3 · 0.02
Explainable Artificial Intelligence (XAI)level 3 · 0.01

Sources

Several sources describing one work is the point — it means the record rests on more than one authority.

openalexseen September 9, 2026
2026 · Journal of Studies in Science and Mathematics Education · 0 citations
https://openalex.org/W7197040836

An Explainable Machine Learning Framework for Predicting Student Academic Outcomes in Higher Education · Sankore