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Author

Mutlu Cukurova

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#federated learning Open access Sep 2026

A personalized federated deep learning framework predicts student performance in large-scale examinations across heterogeneous regional distributions

The findings indicate that regionally adaptive models can support targeted resource allocation, while cautioning that systems predicting attainment from environmental context risk formalising the disadvantage they measure.

Aytac Gokce, M. Cukurova, Ramazan Eşmeli · 0 citations
#generative ai Open access Aug 2026

Teacher-Facing AI in Education: A Systematic Review of Impact and A Taxonomy of Teacher-AI Teaming

Artificial intelligence (AI) is increasingly integrated into educational practice, promising to enhance teaching and learning. Yet delegating pedagogical tasks to AI raises concerns about teacher deskilling, erosion of professional judgement, and diminished agency. Drawing on the teacher-AI teaming taxonomy, we conduct...

Mutlu Cukurova, Wannapon Suraworachet, Qi Zhou et al. · 0 citations

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