Description du projet
Des capteurs sociaux portables pour améliorer l’apprentissage des enfants
L’informatique portable est en mesure de faciliter la participation et l’éducation des enfants atteints d’autisme et de troubles de l’apprentissage. Le projet SocSensors, financé par l’UE, travaille à la conception d’un capteur qui se porte au poignet capable de suivre la façon dont les enfants et leurs enseignants se déplacent les uns par rapport aux autres. Ce suivi continu produira des données et des renseignements précieux, améliorant ainsi notre compréhension du comportement des élèves susceptibles d’éprouver des difficultés à communiquer et à s’exprimer. À la fin de chaque leçon, un rapport montrera combien de fois, avec qui et comment les enfants ont été invités à interagir. Les résultats s’avèreront utiles pour les enseignants, qui pourront ainsi optimiser les possibilités d’apprentissage de ce type d’élèves.
Objectif
Children with autism and learning difficulties often need substantial support in schools and in later life with communication, emotion regulation and daily living skills. Teaching these children and measuring their progress in education is challenging. Our recent work (ERC grant INTERACT 313398) showed that tracking body motion in children and adults can give a real-world measure of how much people are engaged in a social interaction. In this project, we develop this result into a wearable sensor system to quantify and support children’s learning. In the SocSensor system, each child and teacher wears a sensor on their wrist (like a FitBit) and we track how they move in relation to each other, that is, their social engagement. This continuous monitoring is unobtrusive and is particularly valuable in understanding the behaviour of children with minimal verbal skills who cannot easily express themselves. Teachers and/or researchers can receive a report at the end of the lesson showing how often children were engaged and who interacted with who, which will allow them to monitor the effectiveness of lessons and compare different educational approaches. This will allow them to optimise learning opportunities for these-hard-to-reach children. The domains of educational technology and wearables are growing rapidly but no other product addresses the needs of children with autism and learning difficulties, so the SocSensors system can make a big impact.
In this project, we will develop the interface for the SocSensors sensor system, collect validation data in a large autism school and build connections with business partners. This will move SocSensors from a lab prototype to a viable product, as well as showcasing the product to schools, teachers and the autism community. Thus, SocSensors will lead the way in using psychology and wearable computing to support engagement and learning in children with autism + learning difficulties.
Champ scientifique
Programme(s)
Régime de financement
ERC-POC - Proof of Concept GrantInstitution d’accueil
WC1E 6BT London
Royaume-Uni