Virtual Reality in Mathematics Education (VRiME):An exploration of the integration and design of virtual reality for mathematics education

This thesis explores the use of Virtual Reality (VR) in mathematics education. Four VR prototypes were designed and developed during the PhD project to teach equations, geometry, and vectors and facilitate collaboration.Paper A investigates asymmetric VR for classroom integration and collaborative learning and presents a new taxonomy of asymmetric interfaces. Paper B proposes how VR could assist students with Autism Spectrum Disorder (ASD) in learning daily living skills involving basic mathematical concepts. Paper C investigates how VR could enhance social inclusion and mathematics learning for neurodiverse students. Paper D presents a VR prototype for teaching algebra and equation-solving strategies, noting positive student responses and the potential for knowledge transfer. Paper E investigates gesture-based interaction with dynamic geometry in VR for geometry education and presents a new taxonomy of learning environments. Finally, paper F explores the use of VR to visualise and contextualise mathematical concepts to teach software engineering students.The thesis concludes that VR offers promising avenues for transforming mathematics education. It aims to broaden our understanding of VR's educational potential, paving the way for more immersive learning experiences in mathematics education

Co-Design of a Virtual Reality Multiplayer Adventure Game for Adolescents With Autism Spectrum Disorder: Mixed Methods Study

Background: Virtual reality (VR) adventure games can offer ideal technological solutions for training social skills in adolescents with autism spectrum disorder (ASD), leveraging their support for multisensory and multiplayer interactions over distance, which may lower barriers to training access and increase user motivation. However, the design of VR-based game environments for social skills training is still understudied and deserves the deployment of an inclusive design approach to ensure its acceptability by target users. Objective: We aimed to present the inclusive design process that we had followed to develop the Zentastic VR adventure game to foster social skills training in adolescents with ASD and to investigate its feasibility as a training environment for adolescents. Methods: The VR game supports multiplayer training sessions involving small groups of adolescents and their therapists, who act as facilitators. Adolescents with ASD and their therapists were involved in the design and in an explorative acceptability study of an initial prototype of the gaming environment, as well as in a later feasibility multisession evaluation of the VR game final release. Results: The feasibility study demonstrated good acceptability of the VR game by adolescents and an enhancement of their social skills from baseline to posttraining. Conclusions: The findings provide preliminary evidence of the benefits that VR-based games can bring to the training of adolescents with ASD and, potentially, other neurodevelopmental disorders

Zirkus Empathico 2.0, A serious game to foster emotional and collaborative skills in children with Autism Spectrum Disorder (ASD)

Autismus-Spektrum-Störung (ASD) ist eine neurologische Entwicklungsstörung, die durch eine Reihe von Entwicklungsstörungen gekennzeichnet ist, die zu einem Mangel an sozialen, kommunikativen und kooperativen Fähigkeiten führen. Sozio-kommunikative Beeinträchtigungen können durch von Verhaltenstherapeuten konzipierte und durchgeführte Trainingsprogramme für soziale Kompetenzen verbessert werden. Computergestützte Therapien zur Lösung sozio-kommunikativer Schwierigkeiten bei Kindern, Jugendlichen und Erwachsenen mit ASD haben ermutigende Ergebnisse gezeigt. Das Serious-Game-Format ist eine Form der Intervention. Seriöse Spiele sind pädagogisch wertvoll, aber oft attraktiver als offensichtliche pädagogische Hilfsmittel. Zirkus Empathico 2.0 ist ein Serious Game für mehrere Spieler mit verschiedenen Levels und Bühnen in einer Zirkusumgebung. Die Auswertung erfolgte über einen Zeitraum von acht Wochen. Sechzig Kinder mit ASD im Alter von fünf bis elf Jahren wurden vor und nach der Behandlung untersucht. Zu den primären Ergebnissen gehörten die Empathiebewertung durch die Eltern und objektiv gemessene Fähigkeiten zur Emotionserkennung. Die Bewertung der Effektivität und Verwendbarkeit des Spiels für das Training sozialer Kompetenzen zeigte, dass es eine plausible Lernumgebung schuf, indem es das Bewusstsein der Studienteilnehmer für Fähigkeiten und neurotypisches Verhalten steigerte und ihre vorhergesagte Angst in zukünftigen sozialen Situationen verringerte. Nach der Behandlung wurden signifikante Behandlungseffekte festgestellt. Sowohl bei Kurz- als auch bei Langzeitbeurteilungen. Zirkus Empathico 2.0 ist erfolgreich bei der langfristigen Verbesserung der sozio-emotionalen Fähigkeiten in realen Situationen. Zukünftige Forschung sollte sich auf die spezifischen Prozesse konzentrieren, die den Übertragungs- und Aufrechterhaltungsvorteilen von Empathie und Emotionserkennung zugrunde liegen.Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by a spectrum of developmental abnormalities that result in a lack of social, communicative, and collaborative abilities. Socio-communicative impairments can be improved through behavioral therapist-designed and delivered social-skills training programs. Computer-based therapies to resolve socio-communicative difficulties in children, adolescents, and adults with ASD have demonstrated encouraging outcomes. The serious game format is one type of intervention. Serious games are educational but often appeal more than overt pedagogical tools. Zirkus Empathico 2.0 is a multi-player serious game set with various levels and stages in a circus environment. It was evaluated over eight weeks. Sixty children with ASD aged five to eleven years were evaluated before treatment and post-treatment. Primary outcomes included empathy rating by parents and objectively measured emotion recognition abilities. Secondary outcomes were assessed as emotional awareness, emotion management, well-being, and personal therapy goals. The assessment of the game's effectiveness and usability for social-skills training indicated that it established a plausible learning environment by boosting trial participants' awareness of abilities and neurotypical behavior and decreasing their predicted fear in future social situations. Following treatment, significant treatment effects were detected. In both short- and long-term assessments, moderate impacts were observed on emotional awareness, emotion management, and autistic social symptomatology. Parents reported that therapy goals were met, and that treatment was transferred well. Zirkus Empathico 2.0 is successful at improving long-term socio-emotional abilities in real-world situations. Future research should focus on the specific processes behind empathy and emotion recognition's transmission and maintenance benefits

The Key Artificial Intelligence Technologies in Early Childhood Education: A Review

Artificial Intelligence (AI) technologies have been applied in various domains, including early childhood education (ECE). Integration of AI educational technology is a recent significant trend in ECE. Currently, there are more and more studies of AI in ECE. To date, there is a lack of survey articles that discuss the studies of AI in ECE. In this paper, we provide an up-to-date and in-depth overview of the key AI technologies in ECE that provides a historical perspective, summarizes the representative works, outlines open questions, discusses the trends and challenges through a detailed bibliometric analysis, and provides insightful recommendations for future research. We mainly discuss the studies that apply AI-based robots and AI technologies to ECE, including improving the social interaction of children with an autism spectrum disorder. This paper significantly contributes to provide an up-to-date and in-depth survey that is suitable as introductory material for beginners to AI in ECE, as well as supplementary material for advanced users.Comment: 39 pages, 9 figures, 4 table

Effectiveness of Virtual Reality for Children and Adolescents with Autism Spectrum Disorder: An Evidence-Based Systematic Review

[EN] Autism Spectrum Disorder (ASD) is a neurodevelopmental disease that is specially characterized by impairments in social communication and social skills. ASD has a high prevalence in children, affecting 1 in 160 subjects. Virtual reality (VR) has emerged as an effective tool for intervention in the health field. Different recent papers have reviewed the VR-based treatments in ASD, but they have an important limitation because they only use clinical databases and do not include important technical indexes such as the Web of Science index or the Scimago Journal & Country Rank. To our knowledge, this is the first contribution that has carried out an evidence-based systematic review including both clinical and technical databases about the effectiveness of VR-based intervention in ASD. The initial search identified a total of 450 records. After the exclusion of the papers that are not studies, duplicated articles, and the screening of the abstract and full text, 31 articles met the PICO (Population, Intervention, Comparison and Outcomes) criteria and were selected for analysis. The studies examined suggest moderate evidence about the effectiveness of VR-based treatments in ASD. VR can add many advantages to the treatment of ASD symptomatology, but it is necessary to develop consistent validations in future studies to state that VR can effectively complement the traditional treatments.Mesa Gresa, P.; Gil Gómez, H.; Lozano Quilis, JA.; Gil-Gómez, J. (2018). Effectiveness of Virtual Reality for Children and Adolescents with Autism Spectrum Disorder: An Evidence-Based Systematic Review. Sensors. 18(8):1-15. https://doi.org/10.3390/s18082486S115188World Health Organizationhttp://www.who.int/en/news-room/fact-sheets/detail/autism-spectrum-disordersColombi, C., & Ghaziuddin, M. (2017). 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Journal of Attention Disorders, 22(11), 1081-1091. doi:10.1177/1087054716629711Phé, V., Cattarino, S., Parra, J., Bitker, M.-O., Ambrogi, V., Vaessen, C., & Rouprêt, M. (2016). Outcomes of a virtual-reality simulator-training programme on basic surgical skills in robot-assisted laparoscopic surgery. The International Journal of Medical Robotics and Computer Assisted Surgery, 13(2), e1740. doi:10.1002/rcs.1740Pulijala, Y., Ma, M., Pears, M., Peebles, D., & Ayoub, A. (2018). Effectiveness of Immersive Virtual Reality in Surgical Training—A Randomized Control Trial. Journal of Oral and Maxillofacial Surgery, 76(5), 1065-1072. doi:10.1016/j.joms.2017.10.002Jarrold, W., Mundy, P., Gwaltney, M., Bailenson, J., Hatt, N., McIntyre, N., … Swain, L. (2013). Social Attention in a Virtual Public Speaking Task in Higher Functioning Children With Autism. Autism Research, 6(5), 393-410. doi:10.1002/aur.1302Mishkind, M. C., Norr, A. M., Katz, A. C., & Reger, G. M. (2017). 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Frontiers in Psychiatry, 7. doi:10.3389/fpsyt.2016.00209Parsons, S. (2016). Authenticity in Virtual Reality for assessment and intervention in autism: A conceptual review. Educational Research Review, 19, 138-157. doi:10.1016/j.edurev.2016.08.001Den Brok, W. L. J. E., & Sterkenburg, P. S. (2014). Self-controlled technologies to support skill attainment in persons with an autism spectrum disorder and/or an intellectual disability: a systematic literature review. Disability and Rehabilitation: Assistive Technology, 10(1), 1-10. doi:10.3109/17483107.2014.921248Ip, H. H. S., Wong, S. W. L., Chan, D. F. Y., Byrne, J., Li, C., Yuan, V. S. N., … Wong, J. Y. W. (2018). Enhance emotional and social adaptation skills for children with autism spectrum disorder: A virtual reality enabled approach. Computers & Education, 117, 1-15. doi:10.1016/j.compedu.2017.09.010Chen, C.-H., Lee, I.-J., & Lin, L.-Y. (2016). Augmented reality-based video-modeling storybook of nonverbal facial cues for children with autism spectrum disorder to improve their perceptions and judgments of facial expressions and emotions. Computers in Human Behavior, 55, 477-485. doi:10.1016/j.chb.2015.09.033Didehbani, N., Allen, T., Kandalaft, M., Krawczyk, D., & Chapman, S. (2016). Virtual Reality Social Cognition Training for children with high functioning autism. Computers in Human Behavior, 62, 703-711. doi:10.1016/j.chb.2016.04.033Lorenzo, G., Lledó, A., Pomares, J., & Roig, R. (2016). Design and application of an immersive virtual reality system to enhance emotional skills for children with autism spectrum disorders. Computers & Education, 98, 192-205. doi:10.1016/j.compedu.2016.03.018Wade, J., Zhang, L., Bian, D., Fan, J., Swanson, A., Weitlauf, A., … Sarkar, N. (2016). A Gaze-Contingent Adaptive Virtual Reality Driving Environment for Intervention in Individuals with Autism Spectrum Disorders. 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A Spectrum of Tech: An Integrated Literature Review of Technologies to Target Social Skills in Students with Autism Spectrum Disorders

Students with autism spectrum disorders (ASD) often have limited social or communication skills and, thus, need extra assistance in learning when and how to engage in appropriate interactions with those around them. However, because there are several different individual skills (e.g., joint attention, emotional expression, etc.) that fall under the categories of social and communication skills, and there are even more options of devices and programs to choose from within assistive technology (AT) and instructional technology (IT), it may seem daunting to find the right technology to meet a specific child’s needs and to determine whether that technology procedures lasting results. The purpose of this integrated literature review was to investigate whether devices used for social skills intervention in PreK-12 students with ASD function as either AT or IT, with the secondary goal of determining which technologies promote better maintenance and generalization than others in social skills interventions in PreK-12 students with ASD. Analysis of published research studies on Virtual Reality, Augmented Reality, Games, Video Modeling, Social Robots, and Wearable Assistive Technologies demonstrate that many of these technologies function as either AT or IT, depending on the context of the situation. Furthermore, it was found that certain devices, specifically Video Modeling and Social Robots, promote better maintenance and generalization

Adolescence, autism and technology: how technology can impact the social lives and wellbeing of adolescents with an autism diagnosis

Section A Section A is a narrative review of social skills interventions that have been used to enhance the social skills of adolescents with a diagnosis of autism. The review examined the types of interventions used as well as their efficacy, acceptability and generalisability. Exploration of the research revealed some limited evidence supporting the use of technology-delivered social skills interventions. Interventions offered little benefit over in-person interventions and limited generalisability. However, such interventions were positively received by young people which may improve intervention adherence. Clinical and research implications are provided. Section B Section B is a mixed-methods study examining the social media experiences of 222 adolescents with and without autistic traits. Participants’ views on the advantages and disadvantages of using social media and its impact on their social life were collected. A number of hypotheses concerning social media’s impact on social capital and wellbeing were tested, including the moderating role of autistic traits. Results show that social media use can have a positive impact on adolescents’ social lives and improve online social capital. Its impact on wellbeing appeared to vary depending on autistic traits. Findings are discussed in terms of their implications for clinical practice. Limitations are considered and implications for future research are provided

Gaining Computational Insight into Psychological Data: Applications of Machine Learning with Eating Disorders and Autism Spectrum Disorder

Over the past 100 years, assessment tools have been developed that allow us to explore mental and behavioral processes that could not be measured before. However, conventional statistical models used for psychological data are lacking in thoroughness and predictability. This provides a perfect opportunity to use machine learning to study the data in a novel way. In this paper, we present examples of using machine learning techniques with data in three areas: eating disorders, body satisfaction, and Autism Spectrum Disorder (ASD). We explore clustering algorithms as well as virtual reality (VR). Our first study employs the k-means clustering algorithm to explore eating disorder behaviors. Our results show that the Eating Disorder Examination Questionnaire (EDE-Q) and Clinical Impairment Assessment (CIA) are good predictors of eating disorder behavior. Our second study uses a hierarchical clustering algorithm to find patterns in the dataset that were previously not considered. We found four clusters that may highlight the unique differences between participants who had positive body image versus participants who had negative body image. The final chapter presents a case study with a specific VR tool, Bob’s Fish Shop, and users with ASD and Attention Deficit Hyperactivity Disorder (ADHD). We hypothesize that, through the repetition and analysis of these virtual interactions, users can improve social and conversational understanding. Through the implementation of various machine learning algorithms and programs, we can study the human experience in a way that has never been done. We can account for neurodiverse populations and assist them in ways that are not only helpful but also educational