The objective of this article is to design, develop, and evaluate an Internet of Things (IoT)-based serious gaming platform for children with autism spectrum disorder The platform aims to improve the children’s cognitive skills. To attain this research objective, first, a conceptual framework for developing the gaming platform was proposed. Then, the conceptual ideas were materialized by developing three games (a puzzle game, a function card game, and a road crossing game) to be included in the gaming platform, which also incorporated a mobile application and three hardware systems. The hardware platform was used to play the game, and the mobile application was used to select, control, manage, and store the gaming performance and visualize players’ progress. The proposed gaming platform was evaluated with 15 special needs children. We found that the gaming platform was usable, effective, and useful for the children on the spectrum and noticeably contributed to improving their cognitive skills.
AhmedMd. A.IslamM. N.JannatF.SultanaZ. (2019). Towards developing a mobile application for illiterate people to reduce digital divide. In: 2019 International Conference on Computer Communication and Informatics (ICCCI), Phuket, Thailand, 23-26 March 2020 (pp. 1–5). https://doi.org/10.1109/ICCCI.2019.8822036
3.
Aresti-BartolomeNGarcia-ZapirainB (2015). Cognitive rehabilitation system for children with autism spectrum disorder using serious games: A pilot study. Bio-Medical Materials and Engineering, 26(s1), S811–S824. https://doi.org/10.3233/BME-151373
4.
BartoliL.CorradiC.GarzottoF.ValorianiM. (2013). Exploring motion-based touchless games for autistic children’s learning. In: Proceedings of the 12th international conference on interaction design and children. ACM, 102–111. https://doi.org/10.1145/2485760.2485774
CastilloT. A.de CelisC. P.LaraC.SomodevillaM. J.PinedaI. H.de AlbaK. F.RomeroE. (2016). Authic: Computational tool for children with autistic spectrum disorder. In: 2016 International Symposium on Computers in Education (SIIE), Castilla y León, Spain, 13–15 September. 2016, 1–6. https://doi.org/10.1109/SIIE.2016.7751838
7.
CharmanT.PicklesA.SimonoffE.ChandlerS.LoucasT.BairdG. (2011). IQ in children with autism spectrum disorders: Data from the special needs and autism project (SNAP). Psychological Medicine, 41(3), 619–627. https://doi.org/10.1017/S0033291710000991
DaudS.MariaM.ShahbodinF.AhmadI. (2018, October 3). Assistive technology for autism spectrum disorder: A review of literature. Proceedings of International MEDLIT Conference 2018, Kuala Lumpur, Malaysia, 5-6 March 2018, pp 1–7.
10.
De GloriaA.BellottiF.BertaR. (2014). Serious games for education and training. International Journal of Serious Games, 1(1). https://doi.org/10.17083/ijsg.v1i1.11
11.
FinkelsteinS. L.NickelA.HarrisonL.SumaE. A.BarnesT. (2009). cMotion: A new game design to teach emotion recognition and programming logic to children using virtual humans. In: IEEE Virtual Reality Conference, Lafayette, LA, USA, 14–18 March 2009, 249–250. https://doi.org/10.1109/VR.2009.4811039
12.
Fridenson-HayoS.BerggrenS.LassalleA.TalS.PigatD.Meir-GorenN.O'ReillyH.Ben-ZurS.BölteS.Baron-CohenS.GolanO. (2017). ‘Emotiplay’: A serious game for learning about emotions in children with autism: results of a cross-cultural evaluation. European Child & Adolescent Psychiatry, 26(8), 979–992. https://doi.org/10.1007/s00787-017-0968-0
13.
FrøkjærE.HertzumM.HornbækK. (2000). Measuring usability: Are effectiveness, efficiency, and satisfaction really correlated? In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems - CHI ’00, New York, 1–6 April 2000, 345–352. https://doi.org/10.1145/332040.332455
14.
GarrisR.AhlersR.DriskellJ. E. (2002). Games, motivation, and learning: A research and practice model. Simulation & Gaming, 33(4), 441–467. https://doi.org/10.1177/1046878102238607
15.
GoldsmithT. R.LeBlancL. A. (2004). Use of technology in interventions for children with autism. Journal of Early and Intensive Behavior Intervention, 1(2), 166–178. https://doi.org/10.1037/h0100287
16.
GounaridouA.SiamtanidouE.DimoulasC. (2021). A serious game for mediated education on traffic behavior and safety awareness. Education Sciences, 11(3), 127. https://doi.org/10.3390/educsci11030127
17.
HarrisJ. C. (2006). Intellectual disability: Understanding its development, causes, classification, evaluation, and treatment. Oxford University Press.
18.
HasanN.IslamM. N. (2020). Exploring the design considerations for developing an interactive tabletop learning tool for children with autism spectrum disorder. In PandianA. P.PalanisamyR.NtalianisK. (Eds), Proceeding of the international conference on computer networks, big data and IoT (ICCBI - 2019). Springer International Publishing. (Vol. 49, pp. 834–844). https://doi.org/10.1007/978-3-030-43192-1_91
19.
HasanU.IslamM. F.IslamM. N.Bin ZamanS.Tajmim AnuvaS.Islam EmuF.ZakiT. (2020). Towards developing an IoT based gaming application for improving cognitive skills of autistic kids. In SitekP.PietranikM.KrótkiewiczM.SriniltaC. (Eds), Intelligent information and database systems. Springer Singapore. (1178, pp. 411–423). https://doi.org/10.1007/978-981-15-3380-8_36
20.
HughesD. E.VasquezE.NicsingerE. (2016). Improving perspective taking and empathy in children with autism spectrum disorder. In: IEEE International Conference on Serious Games and Applications for Health (SeGAH), Dubai, UAE, 4–6 August. 2021, 1–5. https://doi.org/10.1109/SeGAH.2016.7586232
21.
HussaanA. M.SehabaK.MilleA. (2011). Tailoring serious games with adaptive pedagogical scenarios: A serious game for persons with cognitive disabilities (pp. 486-490). IEEE 11th International Conference on Advanced Learning Technologies. https://doi.org/10.1109/ICALT.2011.152.
22.
HwangBHughesC (2000). The effects of social interactive training on early social communicative skills of children with autism. Journal of Autism and Developmental Disorders, 30(4), 331–343. https://doi.org/10.1023/A:1005579317085
23.
IbrahimM. (2012). Thematic analysis: A critical review of its process and evaluation. West East Journal of Social Sciences. 1(1), 9.
IslamM. N.KabirM.SultanaJ.FerdousC. N.ZamanA.BristyU. H.MoumiP. K.TamannaI. (2018). Autism sohayika: A web portal to provide services to autistic children. In YounasM.AwanI.GhineaG.Catalan CidM. (Eds), Mobile web and intelligent information systems. Springer International Publishing (Vol. 10995, pp. 181–192). https://doi.org/10.1007/978-3-319-97163-6_15.
26.
JerčićP.AstorP.AdamM.HilbornO.SchaffK.LindleyC.SennerstenC.ErikssonJ. (2012, June 1). A serious game using physiological interfaces for emotion regulation training in the context of financial decision-making. ECIS 2012 - Proceedings of the 20th European Conference on Information Systems, 11–13 June, 2012, Barcelona, SPAIN.
KerckhoffA. C.RaudenbushS. W.GlennieE. (2001). Education, cognitive skill, and labor force outcomes. Sociology of Education, 74(1), 1. https://doi.org/10.2307/2673142
29.
KnightV.McKissickB. R.SaundersA. (2013). A review of technology-based interventions to teach academic skills to students with autism spectrum disorder. Journal of Autism and Developmental Disorders, 43(11), 2628–2648. https://doi.org/10.1007/s10803-013-1814-y
LuiginiA.BassoA. (2021). Heritage education for primary age through an immersive serious game. In BolognesiC.VillaD. (Eds), From building information modelling to mixed reality. Springer International Publishing (pp. 157–174). https://doi.org/10.1007/978-3-030-49278-6_10
32.
OmelinaL.JansenB.BonnechèreB.Van Sint JanS.CornelisJ. (2012, September 1). Serious games for physical rehabilitation: Designing highly configurable and adaptable games. In Proceedings of the 9th International Conference on Disability, Virtual Reality & Associated Technologies, 10-12 September, 2012, Laval, France, pp. 195–201).
33.
ParsonsS. (2015). Learning to work together: Designing a multi-user virtual reality game for social collaboration and perspective-taking for children with autism. International Journal of Child-Computer Interaction, 6, 28–38. https://doi.org/10.1016/j.ijcci.2015.12.002
34.
ParsonsS.GuldbergK.Porayska-PomstaK.LeeR. (2015). Digital stories as a method for evidence-based practice and knowledge co-creation in technology-enhanced learning for children with autism. International Journal of Research & Method in Education, 38(3), 247–271. https://doi.org/10.1080/1743727X.2015.1019852
35.
PeñagarikanoO.GeschwindD. H. (2012). What does CNTNAP2 reveal about autism spectrum disorder?Trends in Molecular Medicine, 18(3), 156–163. https://doi.org/10.1016/j.molmed.2012.01.003
36.
PetrovićL.JezdovićI.StojanovićD.BogdanovićZ.Despotović-ZrakićM. (2017). Development of an educational game based on IoT. IJEEC - International Journal of Electrical Engineering and Computing, 1(1), pp. 36–45. https://doi.org/10.7251/IJEEC1701036P
TanakaJWWolfJMKlaimanCKoenigKCockburnJHerlihyLBrownCStahlSKaiserMDSchultzRT (2010). Using computerized games to teach face recognition skills to children with autism spectrum disorder: The Let’s face it! Program: face training. Journal of Child Psychology and Psychiatry, 51(8), 944–952. https://doi.org/10.1111/j.1469-7610.2010.02258.x
39.
TorrenteJ.del BlancoÁ.Moreno-GerP.Fernández-ManjónB. (2012). Designing serious games for adult students with cognitive disabilities. In HuangT.ZengZ.LiC.LeungC. S. (Eds), Neural information processing. Springer Berlin Heidelberg (7666, pp. 603–610). https://doi.org/10.1007/978-3-642-34478-7_73
40.
TsikinasS.XinogalosS. (2019). Studying the effects of computer serious games on people with intellectual disabilities or autism spectrum disorder: A systematic literature review. Journal of Computer Assisted Learning, 35(1), 1–73. https://doi.org/10.1111/jcal.12311
41.
ZakiT.IslamM. N.UddinMd. S.TumpaS. N.HossainMD. J.MDAntiM. R.HasanMD. M. (2017). Towards developing a learning tool for children with autism. 2017. In: 6th International Conference on Informatics, Electronics and Vision & 2017 7th International Symposium in Computational Medical and Health Technology (ICIEV-ISCMHT), Hyogo, Japan, 1–3 September. 2017, 1–6. https://doi.org/10.1109/ICIEV.2017.8338597
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