Improving Mental Health Support in Engineering Education using Machine Learning and Eye-Tracking.

Yuexin Liu,Wei Lu,Amir Tofighi Zavareh, Michelle Rigsby, Ben Zoghi

2023 IEEE Frontiers in Education Conference (FIE)(2023)

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摘要
This study proposes an innovative approach to improve mental health support for students in engineering using machine learning (ML) and eye-tracking technology. Leveraging cutting edge technology, this approach aims to fill a gap in the literature by providing a tool to tackle the growing mental health crisis among engineering students, furthermore, this approach provides a novel method to integrate technology-based mental health support into engineering curriculum.
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关键词
mental health,philosophy of engineering education,data correlation,factor analysis,stress
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