A Multi‐Model Approach for Attention Prediction in Gaming Environments for Autistic Children

• Published in: Computer animation and virtual worlds Vol. 36; no. 1
• Main Authors: Valarmathi, P., Packialatha, A.
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.01.2025; Wiley Subscription Services, Inc
• Subjects: Artificial neural networks; attention prediction; Autism; autistic spectrum disorder; Extraction procedures; Feature extraction; improved common spatial pattern; improved DCNN and proposed sine‐hinge loss function; Neural networks; Prediction models; Virtual reality

ABSTRACT Autism spectrum disorder (ASD) is a neurological condition that affects an individual's mental development. This research work implements a multimodality input‐based virtual reality (VR)‐enabled attention prediction approach in gaming for children with autism. Initially, the multimodal...