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Author

D. Wilson

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Review Open access Aug 2026

A comparative analysis of topic modelling techniques for the thematic analysis of student feedback

This study seeks best practices for when and how to apply short text topic modelling (STTM) techniques using natural language processing to semi-structured data collected as part of education research in order to provide accurate guidance for interventions and avoid misguided improvements in education practice. Student...

Neha Kardam, D. Wilson · 0 citations
Review Jul 2026

Designing Needs- and Attention-Aware AI Learning Tools for Engineering Education: Insights from Psychological Outcomes

Artificial Intelligence (AI) is transforming higher education, but its benefits can vary depending on where, how, and how often it supports learning. While prior research emphasizes cognitive and academic outcomes, this study examines how AI chatbots support the psychological needs and motivational states of engineerin...

K. Shao, D. Wilson, Yale Quan et al. · 0 citations

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