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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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Coverage is partial and says so. A country appears with its research output only once its works have been swept; until then the portal shows whatever the graph happens to hold for it and labels it as exactly that.

A Systematic Review and Taxonomy of Bias Detection in Machine Learning for Scholarship Allocation in Educational Decision Systems

2026International Journal of Research and Innovation in Applied ScienceJournal

10.51584/ijrias.2026.11060047 Full text0 citations

Authors

3 authors.

Manga IbrahimFirst author
- Adamawa State University (NG)
Tami Bitrus Small
- Adamawa State University (NG)
Yusufu GamboSenior author
- Adamawa State University (NG)

Fields

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

Ethics and Social Impacts of AIlevel 3 · 0.75
Online Learning and Analyticslevel 3 · 0.05
Explainable Artificial Intelligence (XAI)level 3 · 0.04

Sources

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

openalexseen September 9, 2026
2026 · International Journal of Research and Innovation in Applied Science · 0 citations
https://openalex.org/W7165640304

A Systematic Review and Taxonomy of Bias Detection in Machine Learning for Scholarship Allocation in Educational Decision Systems · Sankore