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Author

Alessandra Rossi

7 papers indexed here

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Conference Aug 2026

Interpreting Robot Failure and Deception: The Role of Human-Likeness

How people interpret robot errors may depend not only on the observed behavior, but also on the robot's morphology and on whether the error is framed as unintentional or intentional. Prior works showed that human-like robots can elicit stronger mind attribution and deceptive robot behavior can encourage intentional int...

Raffaella Esposito, Ashita Ashok, Alessandra Rossi et al. · 0 citations
Conference Aug 2026

Say it with Confidence: Shaping Trust in a Deceptive Robot

While the term may carry negative connotations, robot deception has been shown to elicit beneficial behavioural changes in people when trust is established. This study investigates trust and deception in human-robot interactions, focusing on how individuals recognize and respond to multimodal deceptive behaviours in a...

Alessandra Rossi, Antonio Vecce, Silvia Rossi · 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. · 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

What Matters Over Time: Temporal Properties of Non-Verbal Signals for Intent Recognition in Human–Robot Interaction

Multimodal fusion systems for human–robot interaction predominantly rely on snapshot-level features that capture what nonverbal signals are present at a given moment, ignoring when they occur, how long they last, and in what order they unfold. Nevertheless, the temporal dynamics of human behaviour may convey communicat...

Eunyoung Hwang, Alessandra Rossi, Silvia Rossi · 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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