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
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
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 50 条
  • [1] Optimal task allocation in multi-human multi-robot interaction
    Monali S. Malvankar-Mehta
    Siddhartha S. Mehta
    Optimization Letters, 2015, 9 : 1787 - 1803
  • [2] Optimal task allocation in multi-human multi-robot interaction
    Malvankar-Mehta, Monali S.
    Mehta, Siddhartha S.
    OPTIMIZATION LETTERS, 2015, 9 (08) : 1787 - 1803
  • [3] Optimal Robot Selection by Gaze Direction in Multi-Human Multi-Robot Interaction
    Zhang, Lingkang
    Vaughan, Richard
    2016 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2016), 2016, : 5077 - 5083
  • [4] Optimal Gaze-Based Robot Selection in Multi-Human Multi-Robot Interaction
    Zhang, Lingkang
    Vaughan, Richard
    ELEVENTH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN ROBOT INTERACTION (HRI'16), 2016, : 645 - 646
  • [5] The creation of a multi-human, multi-robot interactive jam session
    Weinberg, Gil
    Blosser, Brian
    Mallikarjuna, Trishul
    Raman, Aparna
    Proceedings of the International Conference on New Interfaces for Musical Expression, 2009, : 70 - 73
  • [6] Teams Organization and Performance in Multi-Human/Multi-Robot Teams
    Lewis, Michael
    Wang, Huadong
    Chien, Shih-Yi
    Scerri, Paul
    Velagapudi, Prasanna
    Sycara, Katia
    Kane, Breelyn
    IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010,
  • [7] On multi-human multi-robot remote interaction: a study of transparency, inter-human communication, and information loss in remote interaction
    Jayam Patel
    Prajankya Sonar
    Carlo Pinciroli
    Swarm Intelligence, 2022, 16 : 107 - 142
  • [8] On multi-human multi-robot remote interaction: a study of transparency, inter-human communication, and information loss in remote interaction
    Patel, Jayam
    Sonar, Prajankya
    Pinciroli, Carlo
    SWARM INTELLIGENCE, 2022, 16 (02) : 107 - 142
  • [9] Human-Centered Robot Navigation - Toward a Harmoniously Coexisting Multi-Human and Multi-Robot Environment
    Lam, Chi-Pang
    Chou, Chen-Tun
    Chang, Chih-Fu
    Fu, Li-Chen
    IEEE/RSJ 2010 INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2010), 2010, : 1813 - 1818
  • [10] Multiagent adjustable autonomy framework (MAAF) for multi-robot, multi-human teams
    Freedy, Amos
    Sert, Onur
    Freedy, Elan
    McDonough, James
    Weltman, Gershon
    Tambe, Milind
    Gupta, Tapana
    Grayson, William
    Cabrera, Pedro
    PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COLLABORATIVE TECHNOLOGIES AND SYSTEMS: CTS 2008, 2008, : 498 - 505