Engagement Detection and Its Applications in Learning: A Tutorial and Selective Review
Engagement is critical to satisfaction and performance in a number of domains but is
challenging to measure and sustain. Thus, there is considerable interest in developing …
challenging to measure and sustain. Thus, there is considerable interest in developing …
CultureNet: a deep learning approach for engagement intensity estimation from face images of children with autism
Many children on autism spectrum have atypical behavioral expressions of engagement
compared to their neu-rotypical peers. In this paper, we investigate the performance of deep …
compared to their neu-rotypical peers. In this paper, we investigate the performance of deep …
Capturing and operationalizing participation in pediatric re/habilitation research using artificial intelligence: a scoping review
VC Kaelin, M Valizadeh, Z Salgado, JG Sim… - Frontiers in …, 2022 - frontiersin.org
Background There is increased interest in using artificial intelligence (AI) to provide
participation-focused pediatric re/habilitation. Existing reviews on the use of AI in …
participation-focused pediatric re/habilitation. Existing reviews on the use of AI in …
[PDF][PDF] Autism spectrum disorder detection: Video games based facial expression diagnosis using deep learning
In this study, a novel method is proposed for determining whether a child between the ages
of 3 and 10 has autism spectrum disorder. Video games have the ability to immerse a child …
of 3 and 10 has autism spectrum disorder. Video games have the ability to immerse a child …
[HTML][HTML] Identification of social engagement indicators associated with autism spectrum disorder using a game-based mobile app: comparative study of gaze fixation …
Background Autism spectrum disorder (ASD) is a widespread neurodevelopmental
condition with a range of potential causes and symptoms. Standard diagnostic mechanisms …
condition with a range of potential causes and symptoms. Standard diagnostic mechanisms …
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 …
Important preliminary insights for designing successful communication between a robotic learning assistant and children with autism spectrum disorder in Germany
AC Horstmann, L Mühl, L Köppen, M Lindhaus… - Robotics, 2022 - mdpi.com
Early therapeutic intervention programs help children diagnosed with Autism Spectrum
Disorder (ASD) to improve their socio-emotional and functional skills. To relieve the …
Disorder (ASD) to improve their socio-emotional and functional skills. To relieve the …
A deep learning approach for multi-view engagement estimation of children in a child-robot joint attention task
J Hadfield, G Chalvatzaki, P Koutras… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
In this work, we tackle the problem of child engagement estimation while children freely
interact with a robot in a friendly, room-like environment. We propose a deep learning-based …
interact with a robot in a friendly, room-like environment. We propose a deep learning-based …
Exploring perception uncertainty for emotion recognition in dyadic conversation and music listening
Predicting emotions automatically is an active field of research in affective computing.
Considering the property of the individual's subjectivity, the label of an emotional instance is …
Considering the property of the individual's subjectivity, the label of an emotional instance is …
Engagnition: A multi-dimensional dataset for engagement recognition of children with autism spectrum disorder
Engagement plays a key role in improving the cognitive and motor development of children
with autism spectrum disorder (ASD). Sensing and recognizing their engagement is crucial …
with autism spectrum disorder (ASD). Sensing and recognizing their engagement is crucial …