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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Kehinde D. Aruleba

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Book Open access Sep 2026

From Correctness to Expert-Refined Misconception Signals with Human-in-the-Loop Validation in CS1 Programming Education

Knowledge tracing in introductory programming is commonly framed as predicting whether a student will eventually solve the next problem. While useful, this approach reduces rich programming activity to correctness labels and offers limited support for instructional interpretation. This study examines whether learner mo...

Kehinde D. Aruleba, S. Oyelere, F. J. Agbo et al. · 0 citations
Book Open access Aug 2026

Scaffolded AI-Verification: Assessment Patterns for Resource-Constrained Environments.

A two-site qualitative study of Nigerian computing departments is reported, drawing on semi-structured interviews with students and academic staff and analysing the corpus through thematic analysis to characterise assessment practice under policy-light conditions, describing a persistent detection trap.

Kehinde D. Aruleba, Kike Ladipo, I. Sanusi et al. · 0 citations

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