A Preliminary Study on Effectiveness of a Standardized Multi-Robot Therapy for Improvement in Collaborative Multi-Human Interaction of Children With ASD

被引:8
作者
Ali, Sara [1 ]
Mehmood, Faisal [1 ]
Khan, Muhammad Jawad [1 ]
Ayaz, Yasar [1 ,2 ]
Asgher, Umer [1 ]
Sadia, Haleema [3 ,4 ]
Edifor, Ernest [5 ]
Nawaz, Raheel [6 ]
机构
[1] Natl Univ Sci & Technol, Sch Mech & Mfg Engn SMME, Islamabad 44000, Pakistan
[2] Natl Ctr Artificial Intelligence NCAI, Lahore 54000, Pakistan
[3] Shifa Int Hosp Ltd, Islamabad 44000, Pakistan
[4] Autism Resource Ctr, Islamabad 44000, Pakistan
[5] Manchester Metropolitan Univ, Dept Operat Technol Events & Hospitality Manageme, Manchester M15 6BH, Lancs, England
[6] Manchester Metropolitan Univ, Dept Comp Math & Digital Technol, Manchester M15 6BH, Lancs, England
关键词
Robots; Medical treatment; Visualization; Autism; Human-robot interaction; Protocols; Collaboration; Autism spectrum disorder (ASD); multi-robots; human-robot interaction; robotic therapy; AUTISM SPECTRUM DISORDERS; YOUNG-CHILDREN; JOINT ATTENTION; INTERVENTION; ROBOT; IMITATION; SIBLINGS; PLAY;
D O I
10.1109/ACCESS.2020.3001365
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research article presents a preliminary longitudinal study to check the improvement in multi-human communication of children with Autism Spectrum Disorder (ASD) using a standardized multi-robot therapy. The research is based on a 3 step framework: 1) Human-Human Interaction, Stage-1 (HHI-S1), 2) Human-Robot Interaction, Stage-2 (HRI-S2), and 3) Human-Human Interaction, Stage-3 (HHI-S3). All three stages of the therapy consist of two command sets: 1) Controls commands and 2) Evaluation commands (auditory commands, visual commands, and combination of both). The concept of multiple robots is introduced to help multi-human communication and discourage isolation in ASD children. The joint attention of an ASD child is improved by the robotic therapy in stage 2 considering it as a key parameter for a multi-human communication scenario. The improvement in joint attention results in better command following in a triad multi-human communication scenario in stage 3 as compared to stage 1. The proposed intervention has been tested on 8 ASD subjects with 10 sessions over a period of two and a half months (10 weeks). Each session of human-human interaction (stage 1 and 3) consisted of 14 cues whereas 18 cues were presented by each robot for human-robot interaction (stage 2). The results indicate an overall 86% improvement in the social communication skills of ASD children in case of a multi-human scenario. Validation of results and effectiveness of the therapy has been further accomplished through the use of the Childhood Autism Rating Scale (CARS) score.
引用
收藏
页码:109466 / 109474
页数:9
相关论文
共 23 条
[1]   Comparing the Effectiveness of Different Reinforcement Stimuli in a Robotic Therapy for Children With ASD [J].
Ali, Sara ;
Mehmood, Faisal ;
Ayaz, Yasar ;
Khan, Muhammad Jawad ;
Sadia, Haleema ;
Nawaz, Raheel .
IEEE ACCESS, 2020, 8 :13128-13137
[2]   An Adaptive Multi-Robot Therapy for Improving Joint Attention and Imitation of ASD Children [J].
Ali, Sara ;
Mehmood, Faisal ;
Dancey, Darren ;
Ayaz, Yasar ;
Khan, Muhammad Jawad ;
Naseer, Noman ;
Amadeu, Rita De Cassia ;
Sadia, Haleema ;
Nawaz, Raheel .
IEEE ACCESS, 2019, 7 :81808-81825
[3]  
Baker M.J., 2000, Journal of Positive Behavior Interventions, V2, P66, DOI DOI 10.1177/109830070000200201
[4]   Long-term LEGO therapy with humanoid robot for children with ASD [J].
Barakova, Emilia I. ;
Bajracharya, Prina ;
Willemsen, Marije ;
Lourens, Tino ;
Huskens, Bibi .
EXPERT SYSTEMS, 2015, 32 (06) :698-709
[5]  
Barnard J., 2000, INCLUSION AUTISM IS
[6]   The clinical use of robots for individuals with Autism Spectrum Disorders: A critical review [J].
Diehl, Joshua J. ;
Schmitt, Lauren M. ;
Villano, Michael ;
Crowell, Charles R. .
RESEARCH IN AUTISM SPECTRUM DISORDERS, 2012, 6 (01) :249-262
[7]   Beneficial effects of robot-mediated class activities on a child with ASD and his typical classmates [J].
Fachantidis, Nikolaos ;
Syriopoulou-Delli, Christine K. ;
Vezyrtzis, Ioannis ;
Zygopoulou, Maria .
INTERNATIONAL JOURNAL OF DEVELOPMENTAL DISABILITIES, 2020, 66 (03) :245-253
[8]  
Ferraioli SJ, 2012, COGN BEHAV PRACT, V19, P413
[9]   Mimicking and Evaluating Human Motion to Improve the Imitation Skill of Children with Autism Through a Robot [J].
Fujimoto, Isao ;
Matsumoto, Tohru ;
De Silva, P. Ravindra S. ;
Kobayashi, Masakazu ;
Higashi, Masatake .
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, 2011, 3 (04) :349-357
[10]   A Case for Low-Dose Robotics in Autism Therapy [J].
Goodrich, Michael A. ;
Colton, Mark ;
Brinton, Bonnie ;
Fujiki, Martin .
PROCEEDINGS OF THE 6TH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTIONS (HRI 2011), 2011, :143-144