Social Robots for Pedagogical Rehabilitation

The use of robots as educational learning tools is quite extensive worldwide, yet it is rather limited in special education. In particular, the use of robots in the field of special education is under skepticism since robots are frequently believed to be expensive with limited capacity. The latter may change with the advent of social robots, which can be used in special education as affordable tools for delivering sophisticated stimuli to children with learning difficulties also due to preexisting conditions. Pilot studies occasionally demonstrate the effectiveness of social robots in specific domains. This chapter overviews the engagement of social robots in special education including the authors' preliminary work in this field; moreover, it discusses their proposal for potential future extensions involving more autonomous (i.e., intelligent) social robots as well as feedback from human brain signals.

[1]  Maja J. Mataric,et al.  Automated detection and classification of positive vs. negative robot interactions with children with autism using distance-based features , 2011, 2011 6th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[2]  Vassilis G. Kaburlasos,et al.  Special issue: Information engineering applications based on lattices , 2011, Inf. Sci..

[3]  Kerstin Dautenhahn,et al.  Therapeutic and educational objectives in robot assisted play for children with autism , 2009, RO-MAN 2009 - The 18th IEEE International Symposium on Robot and Human Interactive Communication.

[4]  Vladan Papić,et al.  Social Robotics in Education: State-of-the-Art and Directions , 2018, Advances in Service and Industrial Robotics.

[5]  Kerstin Dautenhahn,et al.  Can Social Interaction Skills Be Taught by a Social Agent? The Role of a Robotic Mediator in Autism Therapy , 2001, Cognitive Technology.

[6]  George A. Papakostas,et al.  Learning Distributions of Image Features by Interactive Fuzzy Lattice Reasoning in Pattern Recognition Applications , 2015, IEEE Computational Intelligence Magazine.

[7]  Christos Bazinas,et al.  Linguistic Social Robot Control by Crowd-Computing Feedback , 2018 .

[8]  C. Crowell,et al.  The Clinical Use of Robots for Individuals with Autism Spectrum Disorders: A Critical Review. , 2012, Research in autism spectrum disorders.

[9]  Karl F. MacDorman,et al.  The Uncanny Valley [From the Field] , 2012, IEEE Robotics Autom. Mag..

[10]  Alexander Mois Aroyo,et al.  The effect of a semi-autonomous robot on children , 2016, 2016 IEEE 8th International Conference on Intelligent Systems (IS).

[11]  Eleni Vrochidou,et al.  Social Robot NAO as a Self-Regulating Didactic Mediator: a Case Study of Teaching/Learning Numeracy , 2018, 2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM).

[12]  V. Kaburlasos,et al.  Emotional Speech Recognition toward Modulating the Behavior of a Social Robot , 2018 .

[13]  Sofiane Boucenna,et al.  Interactive Technologies for Autistic Children: A Review , 2014, Cognitive Computation.

[14]  Brian Scassellati,et al.  Quantitative metrics of social response for autism diagnosis , 2005, ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005..

[15]  RobinsBen,et al.  KASPAR --a minimally expressive humanoid robot for human--robot interaction research , 2009 .

[16]  Emilia I. Barakova,et al.  Socially grounded game strategy enhances bonding and perceived smartness of a humanoid robot , 2018, Connect. Sci..

[17]  George A. Papakostas,et al.  Modeling in Cyber-Physical Systems by Lattice Computing Techniques: The Case of Image Watermarking Based on Intervals’ Numbers , 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[18]  Aude Billard,et al.  Robotic assistants in therapy and education of children with autism: can a small humanoid robot help encourage social interaction skills? , 2005, Universal Access in the Information Society.

[19]  A. Whiten,et al.  A Systematic Review of Action Imitation in Autistic Spectrum Disorder , 2004, Journal of autism and developmental disorders.

[20]  Takayuki Kanda,et al.  Analysis of Humanoid Appearances in Human-Robot Interaction , 2008, IEEE Trans. Robotics.

[21]  Maya Dimitrova,et al.  Multi-robot engagement in special education: A preliminary study in autism , 2018, 2018 IEEE International Conference on Consumer Electronics (ICCE).

[22]  Marina Fridin,et al.  Acceptance of socially assistive humanoid robot by preschool and elementary school teachers , 2014, Comput. Hum. Behav..

[23]  C. Lord,et al.  Autism Spectrum Disorders and commentaries , 2010 .

[24]  Michio Okada,et al.  Child–robot interaction mediated by building blocks: from field observations in a public space , 2006, Artificial Life and Robotics.

[25]  François Michaud,et al.  Roball, the Rolling Robot , 2002, Auton. Robots.

[26]  Hanafiah Yussof,et al.  Robot-assisted learning for communication-care in autism intervention , 2015, 2015 IEEE International Conference on Rehabilitation Robotics (ICORR).

[27]  Bernhard Ganter,et al.  Formal Concept Analysis , 1999, Springer Berlin Heidelberg.

[28]  Maya Dimitrova,et al.  Designing Humanoid Robots with Novel Roles and Social Abilities , 2015 .

[29]  B. Scassellati,et al.  Robots for use in autism research. , 2012, Annual review of biomedical engineering.

[30]  Philander Smith Have we made any progress? Including students with intellectual disabilities in regular education classrooms. , 2007, Intellectual and developmental disabilities.

[31]  Branislav Borovac,et al.  Children's preference of appearance and parents' attitudes towards assistive robots , 2014, 2014 IEEE-RAS International Conference on Humanoid Robots.

[32]  K. Dautenhahn,et al.  Robots in the classroom: tools for accessible education , 1999 .

[33]  Dominic Létourneau,et al.  Autonomous spherical mobile robot for child-development studies , 2005, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[34]  Emilia I. Barakova,et al.  End-user programming architecture facilitates the uptake of robots in social therapies , 2013, Robotics Auton. Syst..

[35]  Fumihide Tanaka,et al.  Socialization between toddlers and robots at an early childhood education center , 2007, Proceedings of the National Academy of Sciences.

[36]  C. Johnson,et al.  Identification and Evaluation of Children With Autism Spectrum Disorders , 2007, Pediatrics.

[37]  Maja J. Matarić,et al.  B3IA: A control architecture for autonomous robot-assisted behavior intervention for children with Autism Spectrum Disorders , 2008, RO-MAN 2008 - The 17th IEEE International Symposium on Robot and Human Interactive Communication.

[38]  Hideki Kozima,et al.  Interactive robots for communication-care: a case-study in autism therapy , 2005, ROMAN 2005. IEEE International Workshop on Robot and Human Interactive Communication, 2005..

[39]  Brian Scassellati,et al.  Bridging the research gap , 2012, HRI 2012.

[40]  Dimitrios Serpanos,et al.  The Cyber-Physical Systems Revolution , 2018, Computer.

[41]  Kerstin Dautenhahn,et al.  From Isolation to Communication: A Case Study Evaluation of Robot Assisted Play for Children with Autism with a Minimally Expressive Humanoid Robot , 2009, 2009 Second International Conferences on Advances in Computer-Human Interactions.

[42]  Sofia Serholt,et al.  Breakdowns in children's interactions with a robotic tutor: A longitudinal study , 2018, Comput. Hum. Behav..

[43]  Peter Sussner,et al.  Quantale-based autoassociative memories with an application to the storage of color images , 2013, Pattern Recognit. Lett..

[44]  AJung Moon,et al.  Survey-Based Discussions on Morally Contentious Applications of Interactive Robotics , 2011, Int. J. Soc. Robotics.

[45]  Takayuki Kanda,et al.  Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial , 2004, Hum. Comput. Interact..

[46]  A. Billard,et al.  Effects of repeated exposure to a humanoid robot on children with autism , 2004 .

[47]  Changchun Liu,et al.  Online Affect Detection and Robot Behavior Adaptation for Intervention of Children With Autism , 2008, IEEE Transactions on Robotics.

[48]  Emilia I. Barakova,et al.  Effects of robots’ intonation and bodily appearance on robot-mediated communicative treatment outcomes for children with autism spectrum disorder , 2018, Personal and Ubiquitous Computing.

[49]  R. Jordan Autistic Spectrum Disorders: An Introductory Handbook for Practitioners , 1999 .

[50]  Marcelo H. Ang,et al.  Why Robots? A Survey on the Roles and Benefits of Social Robots in the Therapy of Children with Autism , 2013, International Journal of Social Robotics.

[51]  Peter Sussner,et al.  Interval-valued fuzzy morphological associative memories: Some theoretical aspects and applications , 2018, Inf. Sci..

[52]  B. Garcia-Zapirain,et al.  Technologies as Support Tools for Persons with Autistic Spectrum Disorder: A Systematic Review , 2014, International journal of environmental research and public health.

[53]  Yuki Ueyama,et al.  A Bayesian Model of the Uncanny Valley Effect for Explaining the Effects of Therapeutic Robots in Autism Spectrum Disorder , 2015, PloS one.

[54]  Tom Ziemke,et al.  Robot-assisted therapy for autism spectrum disorders with (partially) autonomous control: Challenges and outlook , 2012, Paladyn J. Behav. Robotics.

[55]  François Michaud,et al.  Exploring the use of a mobile robot as an imitation agent with children with low-functioning autism , 2008, Auton. Robots.

[56]  B. Norwich Dilemmas of Difference, Inclusion and Disability: International Perspectives and Future Directions , 2007 .

[57]  Marcos Eduardo Valle,et al.  Max-plus and min-plus projection autoassociative morphological memories and their compositions for pattern classification , 2018, Neural Networks.

[58]  Maja J. Mataric,et al.  Toward Socially Assistive Robotics for Augmenting Interventions for Children with Autism Spectrum Disorders , 2008, ISER.

[59]  Tea Marasovic,et al.  Identifying Needs of Robotic and Technological Solutions for the Classroom , 2018, 2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM).

[60]  Eleni Vrochidou,et al.  Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO , 2018, SOCO-CISIS-ICEUTE.

[61]  Takayuki Kanda,et al.  Design patterns for sociality in human-robot interaction , 2008, 2008 3rd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[62]  H. Kozima,et al.  Children-robot interaction: a pilot study in autism therapy. , 2007, Progress in brain research.

[63]  Peter H. Kahn,et al.  Robotic animals might aid in the social development of children with autism , 2008, 2008 3rd ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[64]  Illah R. Nourbakhsh,et al.  A survey of socially interactive robots , 2003, Robotics Auton. Syst..

[65]  Savvas A. Chatzichristofis,et al.  Interactive social robots in special education , 2017, 2017 IEEE 7th International Conference on Consumer Electronics - Berlin (ICCE-Berlin).