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Author

Mario Barbato

4 papers indexed here

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Book Open access Oct 2026

Context-Aware Student Engagement Detection with MLLM

Student engagement detection is an important component of adaptive learning systems, yet it remains challenging because observable behaviours can have different meanings depending on the context. Most existing approaches primarily infer engagement from visual cues, while other contextual information is less frequently...

Andreas Naoum, Mario Barbato, Lily-Cannelle Mathieu et al. · 1 citation
Book Open access Oct 2026

Multimodal Deep Learning for Context-Aware Engagement Estimation in Online Learning

Student engagement estimation is a key challenge in online education, where instructors have limited access to the behavioral cues available in traditional classrooms. This paper presents our approach to the Context-Aware Student Engagement Detection (CASED) Challenge, which aims to estimate continuous engagement from...

L. D'Arco, Raffaella Esposito, Diego Veneruso et al. · 0 citations
Book Open access Oct 2026

Context-Aware Student Engagement Detection with MLLM

Student engagement detection is an important component of adaptive learning systems, yet it remains challenging because observable behaviours can have different meanings depending on the context. Most existing approaches primarily infer engagement from visual cues, while other contextual information is less frequently...

Andreas Naoum, Mario Barbato, Lily-Cannelle Mathieu et al. · 0 citations
Book Open access Oct 2026

Multimodal Deep Learning for Context-Aware Engagement Estimation in Online Learning

Student engagement estimation is a key challenge in online education, where instructors have limited access to the behavioral cues available in traditional classrooms. This paper presents our approach to the Context-Aware Student Engagement Detection (CASED) Challenge, which aims to estimate continuous engagement from...

L. D'Arco, Raffaella Esposito, Diego Veneruso et al. · 0 citations

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