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Book Open access Oct 2026

Beyond Surveys: Predicting Student Well-being from Open-ended Video Responses using LLMs

Traditional well-being assessment relies on infrequent self-report questionnaires (e.g., PHQ-9), which provide only sparse, retrospective snapshots of well-being and may miss everyday fluctuations. This creates an opportunity for low-burden, lightweight assessments embedded in everyday interactions, such as open-ended...

T. Bùi, Min-Jun Choi, Shifa Somji et al. · 0 citations
Book Open access Oct 2026

Designing Multimodal Conversational AI for Longitudinal Well-Being Monitoring

Traditional mental health assessment often relies on infrequent self-report questionnaires (e.g., PHQ-9), which provide sparse, retrospective snapshots of well-being and may miss critical daily fluctuations. This creates an opportunity for low-burden assessments embedded in everyday interactions, such as open-ended con...

T. Bùi · 0 citations

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