Descripción del proyecto
Sensores sociales vestibles para mejorar el aprendizaje de los niños
La informática vestible puede respaldar la participación y el aprendizaje de los niños con autismo y dificultades de aprendizaje. El proyecto SocSensors, financiado con fondos europeos, está desarrollando un sensor de pulsera que puede rastrear cómo se relacionan entre sí estos niños y sus maestros. Esta supervisión continua generará una información valiosa que permitirá comprender mejor el comportamiento de los niños que puedan tener problemas para comunicarse y expresarse. Al final de cada clase, se elaborará un informe que mostrará la frecuencia de participación de los niños, así como las personas con las que se relacionaron y de qué forma lo hicieron. Los resultados ayudarán a los maestros a optimizar las oportunidades de aprendizaje para este grupo de niños.
Objetivo
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.
Ámbito científico
Palabras clave
Programa(s)
Régimen de financiación
ERC-POC - Proof of Concept GrantInstitución de acogida
WC1E 6BT London
Reino Unido