Automatic engagement estimation in smart education/learning settings: a systematic review of engagement definitions, datasets, and methods
SN Karimah, S Hasegawa - Smart Learning Environments, 2022 - Springer
Background Recognizing learners' engagement during learning processes is important for
providing personalized pedagogical support and preventing dropouts. As learning …
providing personalized pedagogical support and preventing dropouts. As learning …
Robotics utilization in automatic vision-based assessment systems from artificial intelligence perspective: A systematic review
RFN Alshammari, H Arshad, AH Abd Rahman… - IEEE …, 2022 - ieeexplore.ieee.org
This study presents a systematic review of the automatic vision-based assessment systems
and models from related fields over the last 6 years. Many studies focus on automatic vision …
and models from related fields over the last 6 years. Many studies focus on automatic vision …
Multimodal graph learning based on 3D Haar semi-tight framelet for student engagement prediction
With the increasing availability of multimodal educational data, there is a growing need to
effectively integrate and exploit multiple data sources to enhance student engagement …
effectively integrate and exploit multiple data sources to enhance student engagement …
Automatic context-aware inference of engagement in HMI: A survey
Engagement is the process by which participants establish, maintain, and end their
perceived connection. Automatic engagement inference is one of the tasks required to …
perceived connection. Automatic engagement inference is one of the tasks required to …
Automatic context-driven inference of engagement in hmi: A survey
An integral part of seamless human-human communication is engagement, the process by
which two or more participants establish, maintain, and end their perceived connection …
which two or more participants establish, maintain, and end their perceived connection …
Estimating children engagement interacting with robots in special education using machine learning
GA Papakostas, GK Sidiropoulos… - Mathematical …, 2021 - Wiley Online Library
The task of child engagement estimation when interacting with a social robot during a
special educational procedure is studied. A multimodal machine learning‐based …
special educational procedure is studied. A multimodal machine learning‐based …
I can see it in your eyes: Gaze as an implicit cue of uncanniness and task performance in repeated interactions with robots
G Perugia, M Paetzel-Prüsmann… - Frontiers in Robotics …, 2021 - frontiersin.org
Over the past years, extensive research has been dedicated to developing robust platforms
and data-driven dialog models to support long-term human-robot interactions. However, little …
and data-driven dialog models to support long-term human-robot interactions. However, little …
Personalized productive engagement recognition in robot-mediated collaborative learning
In this paper, we propose and compare personalized models for Productive Engagement
(PE) recognition. PE is defined as the level of engagement that maximizes learning …
(PE) recognition. PE is defined as the level of engagement that maximizes learning …
Engagement estimation of the elderly from wild multiparty human–robot interaction
The use of social robots in healthcare systems or nursing homes to assist the elderly and
their caregivers will be becoming common, where robots' understanding of engagement of …
their caregivers will be becoming common, where robots' understanding of engagement of …
Sensors, Techniques, and Future Trends of Human-Engagement-Enabled Applications: A Review
Human engagement is a vital test research area actively explored in cognitive science and
user experience studies. The rise of big data and digital technologies brings new …
user experience studies. The rise of big data and digital technologies brings new …