Development of an ABA autism intervention delivered by a humanoid robot

Michelle Salvador, Anna Sophia Marsh, Anibal Gutierrez, Mohammad H. Mahoor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Applied Behavioral Analysis (ABA) techniques are widely used and accepted by the Autism research community as an effective Autism therapy method. ABA techniques have been recently introduced to use with Socially Assistive robots (SAR) to deliver Autism therapy. Nonetheless, little research has been published to investigate the use of robot-based ABA in teaching socio-emotional skills for children diagnosed with Autism Spectrum Disorder (ASD). This paper presents the development of an ABA-based autonomous therapy system delivered by a humanoid robot, the Zeno R-50. Specifically, an intervention methodology with a prompt and an ABA reinforcement protocol to target skills associated with facial and situational emotion recognition and understanding are presented. Eleven children diagnosed with Autism were recruited to participate in the pre-pilot study screening. Initial results are investigated to discover the children’s preferred reinforcers and also to find ways of improving the therapy system before proceeding through full study groups. Results demonstrate the successful detection of reinforcers and show there is correlation between reinforcer preference and age. Results on two children who have completed interventions are presented and improvements to the protocol are discussed to contribute to the understanding of SAR in teaching socio-emotional skills to children diagnosed with ASD.

Original languageEnglish (US)
Title of host publicationSocial Robotics - 8th International Conference, ICSR 2016, Proceedings
PublisherSpringer Verlag
Pages551-560
Number of pages10
Volume9979 LNAI
ISBN (Print)9783319474366
DOIs
StatePublished - 2016
Externally publishedYes
Event8th International Conference on Social Robotics, ICSR 2016 - Kansas City, United States
Duration: Nov 1 2016Nov 3 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9979 LNAI
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other8th International Conference on Social Robotics, ICSR 2016
CountryUnited States
CityKansas City
Period11/1/1611/3/16

Fingerprint

Humanoid Robot
Therapy
Robots
Robot
Teaching
Disorder
Emotion Recognition
Reinforcement
Screening
Target
Children
Methodology
Demonstrate
Skills

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Salvador, M., Marsh, A. S., Gutierrez, A., & Mahoor, M. H. (2016). Development of an ABA autism intervention delivered by a humanoid robot. In Social Robotics - 8th International Conference, ICSR 2016, Proceedings (Vol. 9979 LNAI, pp. 551-560). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9979 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-319-47437-3_54

Development of an ABA autism intervention delivered by a humanoid robot. / Salvador, Michelle; Marsh, Anna Sophia; Gutierrez, Anibal; Mahoor, Mohammad H.

Social Robotics - 8th International Conference, ICSR 2016, Proceedings. Vol. 9979 LNAI Springer Verlag, 2016. p. 551-560 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9979 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Salvador, M, Marsh, AS, Gutierrez, A & Mahoor, MH 2016, Development of an ABA autism intervention delivered by a humanoid robot. in Social Robotics - 8th International Conference, ICSR 2016, Proceedings. vol. 9979 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9979 LNAI, Springer Verlag, pp. 551-560, 8th International Conference on Social Robotics, ICSR 2016, Kansas City, United States, 11/1/16. https://doi.org/10.1007/978-3-319-47437-3_54
Salvador M, Marsh AS, Gutierrez A, Mahoor MH. Development of an ABA autism intervention delivered by a humanoid robot. In Social Robotics - 8th International Conference, ICSR 2016, Proceedings. Vol. 9979 LNAI. Springer Verlag. 2016. p. 551-560. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-47437-3_54
Salvador, Michelle ; Marsh, Anna Sophia ; Gutierrez, Anibal ; Mahoor, Mohammad H. / Development of an ABA autism intervention delivered by a humanoid robot. Social Robotics - 8th International Conference, ICSR 2016, Proceedings. Vol. 9979 LNAI Springer Verlag, 2016. pp. 551-560 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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