Education

An artificial intelligence approach for selecting effective teacher communication strategies in autism education

V. Lampos, J. Mintz, et al.

This groundbreaking research by Vasileios Lampos, Joseph Mintz, and Xiao Qu explores how artificial intelligence can enhance communication strategies for children with autism spectrum conditions. By analyzing classroom interactions, the study highlights the varying effectiveness of different approaches, showcasing AI's transformative potential in autism education.

00:00

Playback language: English

Index

Abstract

This paper explores the use of artificial intelligence (AI) to help teachers develop effective communication strategies for children with autism spectrum conditions (ASC). The researchers developed a protocol to record classroom interactions, analyzed patterns in the data, and used machine learning to predict student responses to different communication strategies. Analysis of 5460 interactions between teachers and seven students showed varying effectiveness of different strategies and demonstrated AI's potential in autism education.

Publisher

npj Science of Learning

Published On

Sep 01, 2021

Authors

Vasileios Lampos, Joseph Mintz, Xiao Qu

Related Publications

Explore these studies to deepen your understanding of the subject.

Medicine and Health

Artificial intelligence guided screening for cardiomyopathies in an obstetric population: a pragmatic randomized clinical trial

D. A. Adedinsewo, A. C. Morales-lara, et al.

Medicine and Health

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

F. E. Shamout, Y. Shen, et al.

Medicine and Health

Artificial intelligence guided screening for cardiomyopathies in an obstetric population: a pragmatic randomized clinical trial

D. A. Adedinsewo, A. C. Morales-lara, et al.

Medicine and Health

What Is in There for Artificial Intelligence to Support Mental Health Care for Persons with Serious Mental Illness? Opportunities and Challenges

B. Wang, C. K. Grønvik, et al.

Listen, Learn & Level Up

Over 10,000 hours of research content in 25+ fields, available in 12+ languages.

No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.

listen to research audio papers with researchbunny