Using Artificial Intelligence to Strengthen Joint Attention in Children with Autism

• Nathália Assis Valentim Universidade Federal de Uberlândia
• Fabiano Azevedo Dorça Universidade Federal de Uberlândia https://orcid.org/0000-0003-3281-0246
• Valéria Peres Asnis Universidade Federal de Uberlândia
• Nassim Chamel Elias Universidade Federal de São Carlos

DOI: https://doi.org/10.5753/cbie_estendido.2024.243589

Resumo

People with autism spectrum disorder (ASD) may present, in addition to deficits in communication, social interaction and patterns of restricted and repetitive behaviors, also present a deficit in joint attention (JA), which refers to the response repertoire of following and/or directing an adult's visual attention to objects or events in the environment. By having a strong relationship with the learning process, joint attention deficits can compromise a person's learning process. In this way, the use of technology can help in the development of abilities in people with autism, such as, for example, improving joint attention, communication and social skills. In this context, the general objective of the work proposal was to develop a computational approach for intervention that allows the interaction of the student with autism, with 4 and 5 years old, with deficit in joint attention and social-communicative difficulties. Artificial intelligence (AI) techniques were used to model the most appropriate sequence and level of complexity of exercises for each child. AI resources were used with the intention of providing an intelligent environment to guide the child, dynamically and adaptively, in order to promote stimuli and adequate personalization of the process. In this way, it is intended to contribute significantly to the advancement of the state of the art regarding the production of computational technologies for people with ASD.

Palavras-chave: artificial intelligence, intelligent tutoring systems, autism, learning process, joint attention

Referências

Valentim, N., Dorça, F., Asnis, V., Elias, N.: The artificial intelligence as a technological resource in the application of tasks for the development of joint attention in children with autism. In: Anais da XII Brazilian Conference on Intelligent Systems. pp. 306–320. SBC, Porto Alegre, RS, Brasil (2023), [link]