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Author

M. A. Ayanwale

3 papers indexed here

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Review Open access Sep 2026

Reimagining mathematics education through intelligent tutoring: evidence, opportunities, and implementation challenges

Artificial intelligence is increasingly reshaping mathematics education through intelligent tutoring systems (ITSs), adaptive learning platforms, and AI learning companions. This study critically examined how these technologies support personalised instruction, real-time feedback, learner engagement, mathematical probl...

I. Ogunsakin, M. A. Ayanwale, O. Falebita et al. · 0 citations
Review Open access Sep 2026

Digital Governance as Institutional Innovation for Sustainable Public-Sector Transformation in Africa: A PRISMA-Guided Systematic Literature Review and Framework for Inclusive and Decentralized Governance

A decentralized AI-enabled digital public governance framework linking decentralization, interoperability, institutional coordination, digital inclusion, adaptive governance, and ethical AI governance to sustainable public-sector transformation outcomes is developed.

V. Egba, M. A. Ayanwale, I. Ukeje et al. · 0 citations
Open access Jul 2026

Fairness-Aware Machine Learning for Ethical Student Performance Prediction in Education

The integration of artificial intelligence (AI) and machine learning (ML) into education has transformed how student performance is predicted and monitored. Despite these advances, concerns regarding fairness, transparency, interpretability, and potential demographic bias remain significant challenges in educational pr...

M. A. Ayanwale, I. J. Chikezie · 0 citations

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