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Research & Publications

Peer-Reviewed Publications, Conference Presentations & Posters

Publications

2025

Medical item difficulty prediction using machine learning

Adegoke, H. O., Du, Y., & Dwyer, A.

Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME–Con): Works in Progress (pp. 185–190). NCME.

2025

Augmented measurement framework for dynamic validity and reciprocal human–AI collaboration in assessment

Feyijimi, T., Oyeniran, D. O., Apata, O., Makinde, H. S., Adegoke, H. O., Ajamobe, J., & Dadzie, J.

Proceedings of the Artificial Intelligence in Measurement and Education Conference (AIME–Con): Full Papers (pp. 290–296). NCME.

2025

The readability paradox: Can we trust decisions on AI detectors?

Makinde, H. S., Makinde, A. I., Usman, M. A., Adegoke, H., Makinde-Isola, B. A., Lawal, W., & Jimoh, I. T.

Technium Education and Humanities, 11, 181–195.

2026

Analyzing Word Frequency and Predictive Patterns in AI-Generated Essays

Henry Sanmi Makinde, Akindeji Ibrahim Makinde, Mutiyat Adeola Usman, Hope Adegoke.

Communications on Applied Electronics. 8, 1 (Jan 2026), 73-85.

2024

A comparative analysis of some selected machine learning algorithms for classification and prediction of diabetes types

Ogundeji, R., & Adegoke, H.

Unilag Journal of Mathematics and Applications, 3, 53–70.

Conference Presentations

2025

Can AI be Fair?

Presentation at the EViE 2025 Virtual Conference

2025

Medical Items Difficulty Prediction Using Machine Learning

Adegoke, H., Du, Y., & Dwyer, A. — Presentation at the 2025 AIME Conference.

2025

From Uncertainty to Precision: Bayesian Approaches in Medical Certification Programs

Du, Y., Adegoke, H., & Dwyer, A. — Presentation at the 2025 ABMS Conference.

2025

Psychmet — Measurement Foundational Competencies ChatBot

Makinde, H., Adegoke, H., & Mojoyinola, M. — Presentation at the 2025 AIME Conference.

2025

Fundamentals of Generative AI for Item Development

Makinde, H., Adegoke, H., & Mojoyinola, M. — Training session at the 2025 AIME Conference.

2025

Augmented measurement framework for dynamic validity and reciprocal human–AI collaboration in assessment

Feyijimi, T., Oyeniran, D., Apata, O., Makinde, H., Adegoke, H., Ajamobe, J., & Dadzie, J. — Presentation at the 2025 AIME Conference.

2024

Item relevance and test-taker confidence: Useful metrics or wasted effort?

Edwards, K., Dwyer, A., & Adegoke, H. — Presentation at the 2024 ABMS Conference.

Posters

2024

Do items get moldy as they grow oldy? Examining the relationship between item age and item performance

Du, Y., Dwyer, A., & Adegoke, H.

Poster presented at the 2024 ABMS Conference

2025

Bridging AI and Educational Measurement: A Systematic Review and Curriculum Reform

Makinde, H., & Adegoke, H.

Poster presentation at the 2025 NCME Conference