This project employs advanced machine learning techniques to develop predictive models for identifying at-risk students within the EdUHK’s undergraduate programs. The backend logic is implemented in Python, utilizing the scikit-learn library, renowned for its powerful machine learning algorithms.
The web application is designed to facilitate seamless access and interaction with predictive analytics for program leaders, enabling timely and targeted interventions. The technical development focuses on creating an intuitive user experience through streamlined frontend design and robust backend functionality, with team members contributing across various aspects of technical and theoretical aspect.
Research Chair Professor of Data Science; Dean, Faculty of Liberal Arts and Social Sciences
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Email: waikeungli@eduhk.hk
Phone: (852) 2948 7093
Professor and Associate Director, University Research Facility of Data Science and Artificial Intelligence (UDSAI)
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Email: plhyu@eduhk.hk
Phone: (852) 2948 7819
Acting Head and Associate Professor, Department of Mathematics and Information Technology
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Email: amhling@eduhk.hk
Phone: (852) 2948 7815
Associate Head (Learning & Teaching) / Associate Professor, Department of Psychology
Associate Director, Analytics\Assessment Research Centre
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Email: jlykwan@eduhk.hk
Phone: (852) 2948 7787
Senior Research Assistant, Department of Mathematics and Information Technology
Email: yipjc@eduhk.hk
Education: PhD in Linguistics, University of Michigan
Research Assistant, Department of Mathematics and Information Technology
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Email: cdong@eduhk.hk
Education: MSc in Data Science, City University of Hong Kong