ABSTRACT: Autism Spectrum Disorder (ASD) typically appears during

Similar documents
The Use of RoboParrot in the Therapy of Children with Autism Children: In Case of Teaching the Turn-Taking Skills

Initial Response in HRI- a Case Study on Evaluation of Child with Autism Spectrum Disorders Interacting with a Humanoid Robot NAO

Robot-based Intervention Program for Autistic Children with Humanoid Robot NAO: Initial Response in Stereotyped Behavior

Social Communication in young adults with autism spectrum disorders (ASD) Eniola Lahanmi

The Effect of Robotic Intervention on the Imitation Skills of a Child with Autism

REVIEW ARTICLE Autism and Social Robotics: A Systematic Review

UNIVERSITI TEKNOLOGI MARA INITIAL RESPONSE ANALYSIS OF ROBOT-BASED INTERVENTION PROGRAM (RBIP) FOR CHILDREN WITH AUTISM USING HUMANOID ROBOT NAO

Clara Liu M.Cl.Sc (SLP) Candidate University of Western Ontario: School of Communication Sciences and Disorders

Available online at ScienceDirect. Procedia Computer Science 42 (2014 ) 70 77

A Comparison of Interactive and Robotic Systems in Therapy and Education for Children with Autism

Use of Lean Robotic Communication to Improve Social Response of Children with Autism

Jeanninne Holt-Ulacia M.Cl.Sc (SLP) Candidate University of Western Ontario: School of Communication Sciences and Disorders

Autism/Autism Spectrum Disorders

Social Robotic Systems in Autism Therapy: Survey and Design Considerations

Artificial Intelligence for Robot-Assisted Treatment of Autism

Toward Therapist-in-the-Loop Assistive Robotics for Children with Autism and Specific Language Impairment

Harry H. Wright 1 / 26

AUTISM Definition. Symptoms

How can a social robot may be integrated into therapeu6c interven6ons with children with ASD as a support tool to engage children in turn taking

Using simulated body language and colours to express emotions with the Nao robot

Reinforcement Learning in RAT, Approaches

Eliza Effect and A Therapeutic Role for Robots!

A Multimodal Interface for Robot-Children Interaction in Autism Treatment

Humanoid Robots for children with Autism: Experiences with Robosapien and NAO

Examine the Potential of Robots to Teach Autistic Children Emotional Concepts: A Preliminary Study

Procedia - Social and Behavioral Sciences 176 ( 2015 ) IETC 2014

Children with Autism Social Engagement in Interaction with Nao, an Imitative Robot - A Series of Single Case Experiments

Understanding Autism. Julie Smith, MA, BCBA. November 12, 2015

Trends and Considerations in Robot-Assisted Autism Therapy

Investigating a Robot as a Therapy Partner for Children with. Autism

Understanding Autism Spectrum Disorder. By: Nicole Tyminski

Tools for Autism Diagnosis

8/23/2017. Chapter 21 Autism Spectrum Disorders. Introduction. Diagnostic Categories within the Autism Spectrum

Impact of Robot-mediated Interaction System on Joint Attention Skills for Children with Autism

Developmental Disabilities: Diagnosis and Treatment. Sara Sanders, Psy.D. 03/05/15

Can Robotic Interaction Improve Joint Attention Skills?

IMAGINETS. Toy/Software Analysis

Robots for social training of autistic children

Using a gaze-cueing paradigm to examine social cognitive mechanisms of individuals with autism observing robot and human faces.

Autism??? Autism is complex disorder of brain development: Difficulties in. Repetitive behaviors Fixed Routines Short attention span 3

Development of Action Server and Client for Pick and Place with PR2 Robot

Teaching Students with Special Needs in Inclusive Settings: Exceptional Learners Chapter 9: Autism Spectrum Disorders

Autism: Practical therapies turn play time into

Critical Review: Using Video Modelling to Teach Verbal Social Communication Skills to Children with Autism Spectrum Disorder

How Could Robots Improve Social Skills in Children with Autism?

From Diagnostic and Statistical Manual of Mental Disorders: DSM IV

DSM V Criteria for Autism Spectrum Disorder

Autism. Autism and autistic spectrum

Kinect Based Edutainment System For Autistic Children

Jason Garner, M.A. ABA Clinical Director

District Pam Leonard & Sabrina Beaudry

FACT SHEET - KINDERGARTEN

Inclusive Education. De-mystifying Intellectual Disabilities and investigating best practice.

Autism 101: An Introduction for Families

Autism Spectrum disorder

Autism. Childhood Autism and Schizophrenia. Autism, Part 1 Diagnostic Criteria (DSM-IV-TR) Behavioral Characteristics of Autism

Objectives. Age of Onset. ASD: Communication Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (2000)

Quick guide to autism

Autism assessment through a small humanoid robot

Autism. Laura Schreibman HDP1 11/29/07 MAIN DIAGNOSTIC FEATURES OF AUTISTIC DISORDER. Deficits in social attachment and behavior

Instructional Practices for Students with Autism A.. Kimberly Howard M.Ed.

Pervasive Developmental Disorder Not Otherwise Specified (PDD- NOS)

AUTISM AWARENESS FOR THE AMUSEMENT INDUSTRY MIKE PASTOR (630)

Paraprofessional Training Module

DSM 5 Criteria to Diagnose Autism

Starting Strong 2015 Understanding Autism Spectrum Disorders and An Introduction to Applied Behavior Analysis

Bringing Your A Game: Strategies to Support Students with Autism Communication Strategies. Ann N. Garfinkle, PhD Benjamin Chu, Doctoral Candidate

Title Content Summary Audience

OVERVIEW OF PRESENTATION

Hearing Loss and Autism. diagnosis and intervention

AUTISM SPECTRUM DISORDER: DSM-5 DIAGNOSTIC CRITERIA. Lisa Joseph, Ph.D.

Discussion Starter: Autism Awareness. A mini-reader & Lesson Ideas Created by: Primarily AU-Some 2013 & 2014

What is Autism? -Those with the most severe disability need a lot of help with their daily lives whereas those that are least affected may not.

Exploring the Use of a Mobile Robot as an Imitation Agent with Children with Low- Functioning Autism

Autism Spectrum Disorder What is it?

The Benefits of Aquatic Therapy for Children Diagnosed with Autism Spectrum Disorder(s)

Autism Spectrum Disorder Pre Cengage Learning. All rights reserved.

AUTISM PARENT HANDBOOK. Answers to common questions. Artwork: Hey Diddle Diddle, by Eytan Nisinzweig, an artist with autism.

Thinking Out of the Box 1

Fostering Communication Skills in Preschool Children with Pivotal Response Training

PROGRAMMING FOR STUDENTS WITH ASD IN THE GENERAL EDUCATION SETTING

Aspect Practice Model Classes: Sharing our evidence-informed innovation

Tier 1 Diagnostic Evaluation (ASD Diagnosed)

Diagnosing Autism, and What Comes After. Natalie Roth, Ph. D. Clinical Psychologist, Alternative Behavior Strategies

GUIDELINES ON. for PARENTS, CAREGIVERS and PROFESSIONALS

DSM-IV Criteria. (1) qualitative impairment in social interaction, as manifested by at least two of the following:

Exercise gives children with autism jump on social skills

What is Autism? Laura Ferguson, M.Ed., BCBA.

Evaluations. Learn the Signs. Act Early. The Importance of Developmental Screening. Conflict of Interest Statement.

AUTISM AIMS: KS4 (England/Wales) S4-6(Scotland) Year (Northern Ireland)

SAMPLE. Certificate in Understanding Autism. Workbook 1 DIAGNOSIS PERSON-CENTRED. NCFE Level 2 ASPERGER S SYNDROME SOCIAL INTERACTION UNDERSTANDING

TEACHING AND LEARNING PROGRAMS FOR AUTISTIC CHILDREN

Sudha M. Srinivasan, 1 Maninderjit Kaur, 1 Isabel K. Park, 2 Timothy D. Gifford, 3 Kerry L. Marsh, 3 and Anjana N. Bhat 1,2,3,4. 1.

Section 5: Communication. Part 1: Early Warning Signs. Theresa Golem. December 5, 2012

Running Head: VISUAL SCHEDULES FOR STUDENTS WITH AUTISM SPECTRUM DISORDER

The Clinical Progress of Autism Spectrum Disorders in China. Xi an children s hospital Yanni Chen MD.PhD

Autistic Robots for Embodied Emulation of Behaviors Typically Seen in Children with Different Autism Severities

Introductory Workshop. Research What is Autism? Core Deficits in Behaviour. National Autistic Society Study - UK (Barnard, et. al, 2001).

Breakspeare School Provision for Pupils with Autism

Multimodal Human-Robot Interactions: the Neurorehabilitation of Severe Autistic Children

Transcription:

Application of Robots to Improve Social and Communication Skills Among Autistic Children APPLICATION OF ROBOTS TO IMPROVE SOCIAL AND COMMUNICATION SKILLS AMONG AUTISTIC CHILDREN M.Z. Ismail 1, N. I. L. Azaman 1 and N.K Khalid 2 1 Faculty of Mechanical Engineering, Universiti Teknologi MARA (UiTM), 40450, Shah Alam, Selangor, Malaysia. 2 Centre for Foundation and General Studies, Universiti Selangor (Unisel), 40450, Shah Alam, Selangor, Malaysia. Corresponding Author s Email: 1 zaiyad@salam.uitm.edu.my Article History: Received 6 August 2017; Revised 14 October 2017; Accepted 9 December 2017 ABSTRACT: Autism Spectrum Disorder (ASD) typically appears during the first three years of life. It exhibits certain characteristics such as impairment in social interaction and communication skill. This paper analyzed the use of robots in augmenting social and communication skills among ASD children. The features and characteristics of seven widely used robots and their impacts were included. There are variety of robots worldwide being used as therapy assistants in ASD therapy with multiple functions and appearances. Thus, future study can focus on how to combine the features and advantages of each robot to create more efficient robots in helping children with ASD. KEYWORDS: Autism Spectrum Disorder (ASD); Robots; Therapy Assistants; Impairments in Social; Communication of Behavior 1.0 INTRODUCTION Autism Spectrum Disorders (ASD) are neurodevelopmental disorders which are characterized by impairments of the growth and development of the brain that affect the normal preparation in the areas of social interaction and communication skills. The growing number of ASD increases steadily and it cuts across family income, lifestyle, and educational level [1]. eissn: 2289-8107 Special Issue idecon 2016 421

Journal of Advanced Manufacturing Technology Social learning and communication skills play important roles to overcome this problem. When a child is having trouble in social and communication skills, it is harder to learn the language, contribute in conversations, and play with other kids [2]. Recently, the use of robotic technology has been identified and explored to support ASD children in improving their social and communication skills. Furthermore, treatment in the early stage of ASD is very critical to help children grow independently. This is due to the rapid process of growth and development of the brain which occurs at the age of 6. Rapid progress in robotic technology offers excellent innovation treatment and new education for children with ASD. This paper focused on reviewing robotic technology used in autism treatment that helped children improve their learning in social and communication skills. Currently, variety of robots around the world has been employed as therapy assistants for autism treatment with different looks and functions [3]. Rehabilitation by robots is now becoming a trend in healthcare realms [4-5]. 2.0 BACKGROUND OF AUTISM SPECTRUM DISORDER (ASD) Statistically, ASD is one of the fastest growing disorders worldwide [1]. ASD typically emerges during the first three years of life [6]. It often occurs four times more prevalent in boys than girls [1, 4, 7]. According to Centre for Disease Control (CDC) in the United States, the probability of ASD is 1 in 68 children. ASD is classified by three main behavioral disorders which are impaired social interaction, impaired communication (verbal and nonverbal), and impaired repetitive behaviors or restricted interests [6-9]. The first one is the most significant behavior in human life. Compared to normal kids, children with ASD give their attention more on toys and have less interaction with others, causing poor social skills. Secondly, impaired communication is a situation where they have a tendency to mimic others speech rather than form their own sentences. The last characteristic is the presence of repetitive behaviors which are the form of recurring motor movements such as flapping the hand, walking and spinning in circles [6, 9]. 422 eissn: 2289-8107 Special Issue idecon 2016

Application of Robots to Improve Social and Communication Skills Among Autistic Children 3.0 BACKGROUND OF ROBOTS FOR REHABILITATION IN SOCIAL AND COMMUNICATION SKILLS The application of robots in ASD therapy displays an increasing trend in recent years. Many types of robots with different functions and characteristics are being used such as Nao, Robota, Probo, Keepon, I- Sobot, Tito, Kaspar, Labo and Ifbot. Some of these robots have significant criteria in communication skill such as imitation and eye contact. 3.1 NAO Robot Humanoid Robot NAO, as shown in Figure 1, is an autonomous humanoid robot developed by a French Company called Aldebaran- Robotics [9]. This small sized humanoid robot is able to interact with ASD Children. It can be programmed autonomously and is able to perform verbal and non-verbal interactions. The Robot NAO is popular and becoming people s choice as it has the ability to make eye contact, verbal communication, imitation skill, and create attention, react appropriately to the behaviour of others, perform turn-taking, and generate attention among children with ASD [4, 10-16]. A study [4] found that the NAO robot is approachable to children because of the eye contact impact which are observed when the children are communicating with the robots. The comparison of scores is carried out based on the evaluation of behaviour score sheet of Gilliam Autism Rating Scale-Second Edition (GARS-2) which is an autism screening tool developed to measure the autism level. E. Bekele et al., asserted that children with ASD spend more time looking for the robot compared with the human administrator [11]. A study [12] presented the effectiveness of an applied behaviour analysis (ABA)-based intervention done by a NAO robot and a trainer in encouraging ASD children to start a conversation. The result showed higher attention and less repetitive behavior among the children with robot. Another study [3] proposed that ASD children basically lack of response to Joint Attention. Children with ASD demonstrate improved performance within system across sessions with the NAO robot over the course of interactions [10]. These findings show potentials in system capabilities support and Joint Attention application [18]. eissn: 2289-8107 Special Issue idecon 2016 423

Journal of Advanced Manufacturing Technology Figure1: Humanoid Robot Nao Besides, children with ASD are found to spend relatively more time looking at the NAO robot compared with human in attention task for imitation skills [13]. In addition, children with ASD play together with NAO robot using Lego therapy [16]. In another study [17], a pilot study was conducted using NAO s appearance and capabilities such as blink eyes, speak and play music. Hence, this would significantly reduce children s autistic characteristics in communicative behaviour [17]. 3.2 ROBOTA Robota is a humanoid robot that has the capabilities of moving its hands and feet as well as dancing. The Robota constructs a series of multiple degrees of freedom doll-shaped humanoid robots, whose physical features resemble those of a human baby [18]. Using Robota doll within 101 days, a study [19] found that children with ASD show improvement in imitating others, taking turns and exchanging roles. Moreover, the children interact with the investigator using Robota as a mediator. Similar result was found when observing ASD children with Robota [20]. They also conclude that the behaviours of touch, imitation, and eye contact increase, scoring highly on the last day of experiment [20-21]. 3.3 PROBO Probo is known as a storytelling social robot. Probo is used to teach ASD children how to respond to simple greetings such as thank you and hello [22]. The authors also found that, ASD children would 424 eissn: 2289-8107 Special Issue idecon 2016

Application of Robots to Improve Social and Communication Skills Among Autistic Children mostly be able to say thank you independently and spontaneously, without the need of any prompting when interacting with Probo [22]. In addition, Probo receives an increasing attention as an assisting tool for reconstructing the social and emotional skills of children with ASD [23]. Children with ASD show improvement in identifying both sadness and happiness [23]. 3.4 KEEPON Keepon is a small creature-like robot designed for simple, natural and nonverbal interaction with children. Therefore, when ASD children are dealing with a robot that has appropriate predictable behaviour, they can approach the robot in a relaxed and playful mood [24]. At the same time, they will spontaneously start explorative interactions. The child might subsequently learn to predict and control the robot s behaviour because of its dependence on physical and social situations. Autistic children, who have difficulty in interpersonal communication, are able to approach Keepon and gradually establish physical and social contact. On the other hand, children with ASD perform better in the acquisition phase of the reversal learning task when interacting with the robot compared with human [25]. 3.5 I-SOBOT I-sobot is the 7-inch humanoid robot that facilitates praxis on imitation for a range of gross motor actions based on karate and dance. Next, children who play with I-sobot improve their ability to recall actions during the imitation skills test [26]. This is supported by a study [27] where ASD children aged between 4 and 11 years improve their social skills using I-sobot [27]. 3.6 TITO Tito is a 28 inches tall robot in red, yellow and blue colour. Tito consists of four wheels to emulate a humanoid shape. It also has two arms that can move up and down rapidly, a head that can rotate and rise, a mouth, two eyes, a nose, hair and a hat. Children who are paired with Tito present more visual contact compared with the children paired with human [28]. They discovered that Tito is more eissn: 2289-8107 Special Issue idecon 2016 425

Journal of Advanced Manufacturing Technology predictable and less complex in its interaction modalities. They also state that children who are paired with Tito mediator showed greater attention than the children who are paired with human mediator. These findings are made based on facial expressions, body movements, everyday actions with objects or/and common actions without objects among Tito, guardian, and ASD children. Hence, Tito, indeed, has appealing characteristics when interacting with autistic children [28]. 3.7 KASPAR The first version of KASPAR was built in 2005. KASPAR is an expressive robot that has attributes like human being. ASD children display high interest in playing and have more cooperative attributes [29]. Based on these observations, the kids enjoy playing games while interacting with the robot [29]. 4.0 CONCLUSION This paper analyses how the use of various types of robots may help ASD children to improve their communication and social skills. In general, ASD children show good response to robot-based intervention. The different features of robots and the impact in therapy are presented in this paper. For future work, more contributions can be done to perform evidencebased clinical studies in behavioral interventions to suit participants with a large sample size and long-term treatments. Some important criteria of the robots are highlighted. Due to the massive potential of robot-based therapy, the use of robots as therapists may persist with better outcomes. There are great chances to see these ASD children to be able to live and do things independently. ACKNOWLEDGMENTS The author would like to thank Ministry of Higher Education Malaysia and Universiti Teknologi MARA (UiTM) Shah Alam, Selangor for their support. This project is supported by the Ministry of Higher Education Malaysia (MOHE) under the Fundamental Research Grant Scheme (FRGS) (600-RMI/FRGS 5/3 (77/2013)). 426 eissn: 2289-8107 Special Issue idecon 2016

Application of Robots to Improve Social and Communication Skills Among Autistic Children REFERENCES [1] M. D. Kogan, S. J. Blumberg, L. A. Schieve, C. A. Boyle, J. M. Perrin, R. M. Ghandour, G. K. Singh, B. B. Strickland, E. Trevathan and P. C. van Dyck, Prevalence of Parent-Reported Diagnosis of Autism Spectrum Disorder Among Children in the US, PEDIATRICS, vol. 124, no. 5, 2009. [2] K. Dautenhahn and I. Werry, Towards interactive robots in autism therapy: Background, motivation and challenges, Pragmatics and Cognition, vol. 12, no. 1, pp. 1-35, 2004. [3] A.R. Taheri, M. Alemi, A. Meghdari, H.R. PourEtemad and S.L. Holderread, Clinical application of humanoid robots in playing imitation games for autistic children in Iran, Procedia - Social and Behavioral Sciences, vol. 176, pp. 898-906, 2015. [4] S. Shamsudin, H. Yussof, L. I. Ismail, S. Mohamed, F.A. Hanapiah and N.I. Zahari, Initial Response in HRI- a Case Study on Evaluation of Child with Autism Spectrum Disorders Interacting with a Humanoid Robot NAO, Procedia Engineering, vol. 41, pp. 1448-1455, 2012. [5] S. Thill, C. A Pop, T. Belpaeme, T. Ziemke and B. Vanderborght, Robot-assisted therapy for autism spectrum disorders with (partially) autonomous control: Challenges and outlook, Paladyn, vol. 3, no. 4, pp. 209-217, 2013. [6] C. M. Stanton, P. H. Kahn, R. L. Severson, J. H. Ruckert and B. T. Gill, Robotic Animals Might Aid in the Social Development of Children with Autism, in the Proceedings of 3rd ACM/IEEE International Conference on Human-Robot Interaction, New York, 2008, pp. 97 104. [7] L. I. Ismail, S. Shamsudin, H. Yussof, F. A. Hanapiah and N. I. Zahari, Robot-based Intervention Program for Autistic Children with Humanoid Robot NAO: Initial Response in Stereotyped Behavior, Procedia Engineering, vol. 41, pp. 1441-1447, 2012. [8] L. Wing, "Autistic spectrum disorders," British Medical Journal, vol. 312, pp. 327-328, 1996. [9] C. M. Stanton, P. H. Kahn, R. L. Severson, J. H. Ruckert and B. T. Gill, Robots for Use in Autism Research, Annual Review of Biomedical Engineering, vol. 14, pp. 275-294, 2012. [10] Z. Warren, Z. Zheng, S. Das, E. M. Young, A. Swanson, A. Weitlauf and N. Sarkar, Brief report: Development of a robotic intervention platform for young children with ASD, Journal of Autism and Developmental Disorders, vol. 45, no. 12, pp. 3870-3876, 2015. eissn: 2289-8107 Special Issue idecon 2016 427

Journal of Advanced Manufacturing Technology [11] E. Bekele, A. J. Crittendon, A. Swanson, N. Sarkar and E. Z. Warren, Pilot clinical application of an adaptive robotic system for young children with autism, Autism: The International Journal of Research and Practice, vol. 18, no. 5, pp. 598 608, 2014. [12] B. Huskens, R. Verschuur, J. Gillesen, R. Didden and E. Barakova, Promoting question-asking in school-aged children with autism spectrum disorders: Effectiveness of a robot intervention compared to a human-trainer intervention, Developmental Neurorehabilitation, vol. 16, no. 5, pp. 345 356, 2013. [13] Z. E. Warren, Z. Zheng, A. R. Swanson, E. Bekele, L. Zhang, J. A. Crittendon, A. F. Weitlauf and N. Sarkar, Can robotic interaction improve joint attention skills? Journal of Autism and Developmental Disorders, vol. 45, no. 11, pp. 3726-3734, 2013. [14] E. T. Bekele, U. Lahiri, A. R. Swanson, J. A. Crittendon, Z. E. Warren and N. Sarkar, A step towards developing adaptive robot-mediated intervention architecture (ARIA) for children with autism, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 21, no. 2, pp. 289-299, 2013. [15] S. M. Anzalone, E. Tilmont, S. Boucenna, J. Xavier, A. L. Jouen, N. Bodeau, K. Maharatna, M. Chetouani and D. Cohen, How children with autism spectrum disorder behave and explore the 4-dimensional (spatial 3D + time) environment during a joint attention induction task with a robo,t Research in Autism Spectrum Disorders, vol. 8, no. 7, pp. 814 826, 2014. [16] B. Huskens, A. Palmen, M. Werff, T. Lourens and E. Barakova, Improving collaborative play between children with autism spectrum disorders and their siblings: The effectiveness of a robot-mediated intervention based on Lego therapy, Journal of Autism and Developmental Disorders, vol. 45, no. 11, pp. 3746-3755, 2015. [17] S. Shamsuddin, H. Yussof, L. I. Ismail, S. Mohamed, F. A. Hanapiah and N. I. Zahari, Humanoid Robot NAO Interacting with Autistic Children of Moderately Impaired Intelligence to Augment Communication Skills, Procedia Engineering, vol. 41, pp. 1533 1538, 2012. [18] S. M. Srinivasan, I. K. Park, L. B. Neelly and A. N. Bhat, A comparison of the effects of rhythm and robotic interventions on repetitive behaviors and affective states of children with Autism Spectrum Disorder (ASD), Research in Autism Spectrum Disorders, vol. 18, pp. 51 63, 2015. 428 eissn: 2289-8107 Special Issue idecon 2016

Application of Robots to Improve Social and Communication Skills Among Autistic Children [19] A. Billard, B. Robins, J. Nadel and K. Dautenhahn, BuildingRobota, a mini-humanoid robot for the rehabilitation of children with autism, Assistive Technology, vol. 19, no. 1, pp. 37 49, 2006. [20] B. Robins, K. Dautenhahn, R. TeBoekhorst and A. Billard, Robotic assistants in therapy and education of children with autism: Can a small humanoid robot help encourage social interaction skills? Universal Access in the Information Society, vol. 4, no. 2, pp. 105 120, 2005. [21] B. Robins, K. Dautenhahn and J. Dubowski, Does appearance matter in the interaction of children with autism with a humanoid robot? Interaction Studies, vol. 7, no. 3, pp. 509 542, 2006. [22] B. Vanderborght, R. Simut, J. Saldien, C. Pop, A. S. Rusu, S. Pintea, D. Lefeber and D. O. David, Using the social robot probo as a social story telling agent for children with ASD, Interaction Studies, vol. 13, no. 3, pp. 348-372, 2012. [23] P. C. Anamaria, R. Simut, S. Pintea, J. Saldien, A. Rusu, D. Daniel, V. Johan, L. Dirk and V. Bram, Can the social robot Probo help children with autism to identify situation-based emotions? A series of single case experiments, International Journal of Humanoid Robotics, vol. 10, no. 3, pp. 1-23, 2013. [24] H. Kozima and C. Nakagawa and Y. Yasuda, Interactive robots for communication-care: a case-study in autism therapy, in IEEE International Workshop on Robot and Human Interactive Communication, 2005, Nashville, pp. 341 346. [25] C. A. Costescu, B. Vanderborght and D. O David, Reversal learning task in children with autism spectrum disorder: A robot-based approach, Journal of Autism and Developmental, pp. 3715-3725, 2015. [26] S. M. Srinivasan, K. A. Lynch, D. J. Bubela, T. D. Gifford and A. N. Bhat, Effect of interactions between a child and a robot on the imitation and praxis performance of typically developing children and a child with autism: A preliminary study, Perceptual and Motor Skills, vol. 45, no. 11, pp. 885-904, 2013. [27] M. Kaur, T. Gifford, K. L. Marsh and A. Bhat, Effect of robot-child interactions on bilateral coordination skills of typically developing children and a child with autism spectrum disorder: A preliminary study, Journal of Motor Learning and Development, vol. 1, no. 2, pp. 31 37, 2013. eissn: 2289-8107 Special Issue idecon 2016 429

Journal of Advanced Manufacturing Technology [28] A. Duquette, F. Michaud and H. Mercier, Exploring the use of a mobile robot as an imitation agent with children with low functioning low functioning autism, Autonomous Robots, vol. 24, no. 2, pp.147 157, 2008. [29] J. Wainer, K. Dautenhahn, B. Robins and F. Amirabdollahian, A pilot study with a novel setup for collaborative play of the humanoid robot KASPAR with children with autism, International Journal of Social Robotics, vol. 6, no. 1, pp.45 65, 2013. 430 eissn: 2289-8107 Special Issue idecon 2016