Understanding How Adolescents with Autism Respond to Facial Expressions in Virtual Reality Environments

Autism Spectrum Disorders (ASD) are characterized by atypical patterns of behaviors and impairments in social communication. Among the fundamental social impairments in the ASD population are challenges in appropriately recognizing and responding to facial expressions. Traditional intervention approaches often require intensive support and well-trained therapists to address core deficits, with many with ASD having tremendous difficulty accessing such care due to lack of available trained therapists as well as intervention costs. As a result, emerging technology such as virtual reality (VR) has the potential to offer useful technology-enabled intervention systems. In this paper, an innovative VR-based facial emotional expression presentation system was developed that allows monitoring of eye gaze and physiological signals related to emotion identification to explore new efficient therapeutic paradigms. A usability study of this new system involving ten adolescents with ASD and ten typically developing adolescents as a control group was performed. The eye tracking and physiological data were analyzed to determine intragroup and intergroup variations of gaze and physiological patterns. Performance data, eye tracking indices and physiological features indicated that there were differences in the way adolescents with ASD process and recognize emotional faces compared to their typically developing peers. These results will be used in the future for an online adaptive VR-based multimodal social interaction system to improve emotion recognition abilities of individuals with ASD.

[1]  P. Ekman Facial expression and emotion. , 1993, The American psychologist.

[2]  Uttama Lahiri,et al.  An Approach to the Design of Socially Acceptable Robots for Children with Autism Spectrum Disorders , 2010, Int. J. Soc. Robotics.

[3]  S. Parsons,et al.  State-of-the-art of virtual reality technologies for children on the autism spectrum , 2011 .

[4]  Changchun Liu,et al.  Physiology-based affect recognition for computer-assisted intervention of children with Autism Spectrum Disorder , 2008, Int. J. Hum. Comput. Stud..

[5]  P. Mitchell,et al.  Using Virtual Environments for Teaching Social Understanding to 6 Adolescents with Autistic Spectrum Disorders , 2007, Journal of autism and developmental disorders.

[6]  F. Castelli,et al.  Understanding emotions from standardized facial expressions in autism and normal development , 2005, Autism : the international journal of research and practice.

[7]  N. Bauminger,et al.  The Facilitation of Social-Emotional Understanding and Social Interaction in High-Functioning Children with Autism: Intervention Outcomes , 2002, Journal of autism and developmental disorders.

[8]  R. Hobson,et al.  The salience of facial expression for autistic children. , 1987, Journal of child psychology and psychiatry, and allied disciplines.

[9]  M. Sigman,et al.  Understanding of simple and complex emotions in non-retarded children with autism. , 1992, Journal of child psychology and psychiatry, and allied disciplines.

[10]  N. Sarkar,et al.  Design of a Gaze-Sensitive Virtual Social Interactive System for Children With Autism , 2011, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[11]  俊郎 黒木,et al.  Centers for Disease Control and Prevention (CDC) ホームページの活用法 , 2002 .

[12]  C. Lord,et al.  The Autism Diagnostic Observation Schedule: Revised Algorithms for Improved Diagnostic Validity , 2007, Journal of autism and developmental disorders.

[13]  Joseph E. Steinmetz,et al.  Abnormal classical eyeblink conditioning in autism , 1993 .

[14]  J. Piven,et al.  Abnormal Processing of Social Information from Faces in Autism , 2001, Journal of Cognitive Neuroscience.

[15]  S. Bryson,et al.  Impaired disengagement of attention in young children with autism. , 2004, Journal of child psychology and psychiatry, and allied disciplines.

[16]  Jonathan Lazar,et al.  Universal Usability: Designing Computer Interfaces for Diverse User Populations , 2007 .

[17]  H. Schiffman Sensation and Perception: An Integrated Approach , 1976 .

[18]  Patrice L. Weiss,et al.  Effectiveness of virtual reality for teaching street-crossing skills to children and adolescents with autism , 2008 .

[19]  N. Sarkar,et al.  Design of a Virtual Reality Based Adaptive Response Technology for Children With Autism , 2013, IEEE transactions on neural systems and rehabilitation engineering.

[20]  Fabio Pianesi,et al.  Enhancing Social Communication in High-Functioning Children with Autism through a Co-Located Interface , 2007, 2007 IEEE 9th Workshop on Multimedia Signal Processing.

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

[22]  Fabio Pianesi,et al.  Enhancing social communication of children with high-functioning autism through a co-located interface , 2009, AI & SOCIETY.

[23]  Carla Schmidt,et al.  Three-dimensional virtual learning environments for mediating social skills acquisition among individuals with autism spectrum disorders , 2008, IDC.

[24]  G. Dawson,et al.  Understanding the Nature of Face Processing Impairment in Autism: Insights From Behavioral and Electrophysiological Studies , 2005, Developmental neuropsychology.

[25]  F. Volkmar,et al.  Visual fixation patterns during viewing of naturalistic social situations as predictors of social competence in individuals with autism. , 2002, Archives of general psychiatry.

[26]  Marc Fabri,et al.  Emotionally Expressive Avatars for Chatting, Learning and Therapeutic Intervention , 2007, HCI.

[27]  J. Steinmetz,et al.  Abnormal classical eye-blink conditioning in autism , 1994, Journal of autism and developmental disorders.

[28]  Emily M. Lund Social Communication Questionnaire , 2014 .

[29]  C. Newschaffer,et al.  Autism: an emerging public health problem. , 2003, Public health reports.

[30]  R. Hobson The autistic child's appraisal of expressions of emotion. , 1986, Journal of child psychology and psychiatry, and allied disciplines.

[31]  D. Reid,et al.  Virtual Reality in Pediatric Neurorehabilitation: Attention Deficit Hyperactivity Disorder, Autism and Cerebral Palsy , 2010, Neuroepidemiology.

[32]  G. Chasson,et al.  Cost Comparison of Early Intensive Behavioral Intervention and Special Education for Children with Autism , 2007 .

[33]  D. Reid,et al.  The Influence of Virtual Reality Play on Children'S Motivation , 2005, Canadian journal of occupational therapy. Revue canadienne d'ergotherapie.

[34]  Anton Leuski,et al.  Virtual Patients for Clinical Therapist Skills Training , 2007, IVA.

[35]  L. Ruble,et al.  Individual and Environmental Determinants of Engagement in Autism , 2007, Journal of autism and developmental disorders.

[36]  David J. Brown,et al.  Virtual Reality in the Rehabilitation of People with Intellectual Disabilities: Review , 2005, Cyberpsychology Behav. Soc. Netw..

[37]  J. Cacioppo,et al.  Handbook Of Psychophysiology , 2019 .

[38]  J. Baio Morbidity and Mortality Weekly Report Prevalence of Autism Spectrum Disorders — Autism and Developmental Disabilities Monitoring Network, Six Sites, United States, 2000; Prevalence of Autism Spectrum Disorders — Autism and Developmental Disabilities Monitoring Network, 14 Sites, United States, 2002; , 2007 .

[39]  Joseph H. Goldberg,et al.  Identifying fixations and saccades in eye-tracking protocols , 2000, ETRA.

[40]  Matthew S. Goodwin,et al.  Enhancing and Accelerating the Pace of Autism Research and Treatment , 2008 .

[41]  M. Ganz,et al.  The lifetime distribution of the incremental societal costs of autism. , 2007, Archives of pediatrics & adolescent medicine.

[42]  John Colombo,et al.  Visual Scanning and Pupillary Responses in Young Children with Autism Spectrum Disorder , 2006, Journal of clinical and experimental neuropsychology.

[43]  Justine Cassell,et al.  Running head: Virtual Peer Technology for Children with Autism Using Virtual Peer Technology as an Intervention for Children with Autism , 2006 .

[44]  Matthew S. Goodwin,et al.  Assessing Cardiovascular Responses to Stressors in Individuals With Autism Spectrum Disorders , 2005 .