Emotional Self-Regulation of Individuals with Autism Spectrum Disorders: Smartwatches for Monitoring and Interaction
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In this paper, we analyze the needs of individuals with Autism Spectrum Disorders (ASD) to have a pervasive, feasible and non-stigmatizing form of assistance in their emotional self-regulation, in order to ease certain behavioral issues that undermine their mental health throughout their life. We argue the potential of recent widespread wearables, and more specifically smartwatches, to achieve this goal. Then, a smartwatch system that implements a wide range of self-regulation strategies and infers outburst patterns from physiological signals and movement is presented, along with an authoring tool for smartphones that is to be used by caregivers or family members to create and edit these strategies, in an adaptive way. We conducted an intensive experiment with two individuals with ASD who showed varied, representative behavioral responses to their emotional dysregulation. Both users were able to employ effective, customized emotional self-regulation strategies by means of the system, recovering from the majority of mild stress episodes and temper tantrums experienced in the nine days of experiment in their classroom.
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Using physiological and movement metrics from a smartwatch to infer outburst patterns, real-time, self-regulation exercises are sent as smartwatch notifications as a just-in-time intervention.
“Using physiological and movement metrics from a smartwatch to infer outburst patterns, real-time, self-regulation exercises are sent as smartwatch notifications as a just-in-time intervention.”
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Towards a Better Understanding of Context and Context-Awareness
Abowd, G. D., Dey, A. K., Brown, P. J., Davies, N., Smith, M. T., & Steggles, P. (1999) · Lecture notes in computer science · doi:10.1007/3-540-48157-5_29 · Cited by 2,994 · see citing works
A Survey on Human Activity Recognition using Wearable Sensors
Lara, O. D., & Labrador, M. A. (2013) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2012.110112.00192 · Cited by 2,662 · see citing works
Detecting Stress During Real-World Driving Tasks Using Physiological Sensors
Healey, J. A., & Picard, R. W. (2005) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2005.848368 · Cited by 2,207 · see citing works
REDUCING BEHAVIOR PROBLEMS THROUGH FUNCTIONAL COMMUNICATION TRAINING
Carr, E. G., & Durand, V. M. (1985) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.1985.18-111 · Cited by 2,162 · see citing works
Towards a Cognitive Theory of Emotions
Oatley, K., & Johnson-laird, P. N. (1987) · Cognition & Emotion · doi:10.1080/02699938708408362 · Cited by 1,751 · see citing works
Executive dysfunction in autism☆
Hill, E. L. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2003.11.003 · Cited by 1,468 · see citing works
Management of Children With Autism Spectrum Disorders
Myers, S. M., Johnson, C. P., & the Council on Children With Disabilities (2007) · Pediatrics · doi:10.1542/peds.2007-2362 · Cited by 1,125 · see citing works
Bellini, S., & Akullian, J. (2007) · Exceptional Children · doi:10.1177/001440290707300301 · Cited by 1,016 · see citing works
Predictors of Assistive Technology Abandonment
Phillips, B., & Zhao, H. J. (1993) · Assistive Technology · doi:10.1080/10400435.1993.10132205 · Cited by 1,012 · see citing works
Ambient intelligence: Technologies, applications, and opportunities
Cook, D. J., Augusto, J. C., & Jakkula, V. R. (2009) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2009.04.001 · Cited by 966 · see citing works
Emotion recognition system using short-term monitoring of physiological signals
Kim, K. H., Bang, S. W., & Kim, S. R. (2004) · Medical & Biological Engineering & Computing · doi:10.1007/bf02344719 · Cited by 944 · see citing works
The Role of Emotion Regulation in Autism Spectrum Disorder
Mazefsky, C. A., Herrington, J., Siegel, M., Scarpa, A., Maddox, B. B., Scahill, L., & White, S. W. (2013) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2013.05.006 · Cited by 881 · see citing works
Wearable Devices as Facilitators, Not Drivers, of Health Behavior Change
Patel, M. S., Asch, D. A., & Volpp, K. G. (2015) · JAMA · doi:10.1001/jama.2014.14781 · Cited by 808 · see citing works
Evidence for executive dysfunction in autism
Hughes, C., Russell, J., & Robbins, T. W. (1994) · Neuropsychologia · doi:10.1016/0028-3932(94)90092-2 · Cited by 707 · see citing works
Social Stories: Improving Responses of Students with Autism with Accurate Social Information
Gray, C. A., & Garand, J. D. (1993) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/108835769300800101 · Cited by 707 · see citing works
Human Activity Recognition and Pattern Discovery
Kim, E., Helal, S., & Cook, D. J. (2010) · IEEE Pervasive Computing · doi:10.1109/mprv.2010.7 · Cited by 704 · see citing works
Implicit human computer interaction through context
Schmidt, A. (2000) · Personal and Ubiquitous Computing · doi:10.1007/bf01324126 · Cited by 639 · see citing works
McConachie, H., & Diggle, T. (2007) · Journal of Evaluation in Clinical Practice · doi:10.1111/j.1365-2753.2006.00674.x · Cited by 627 · see citing works
Charlop‐Christy, M. H., Carpenter, M. H., Le, L., Leblanc, L. A., & Kellet, K. (2002) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.2002.35-213 · Cited by 611 · see citing works
Discrete Trial Training in the Treatment of Autism
Smith, T. (2001) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/108835760101600204 · Cited by 600 · see citing works
Evidence-Based Practices in Interventions for Children and Youth with Autism Spectrum Disorders
Odom, S. L., Collet-Klingenberg, L. L., Rogers, S. J., & Hatton, D. D. (2010) · Preventing School Failure Alternative Education for Children and Youth · doi:10.1080/10459881003785506 · Cited by 537 · see citing works
Activity and location recognition using wearable sensors
Lee, S.-W., & Mase, K. (2002) · IEEE Pervasive Computing · doi:10.1109/mprv.2002.1037719 · Cited by 526 · see citing works
Ashburner, J., Ziviani, J., & Rodger, S. (2008) · American Journal of Occupational Therapy · doi:10.5014/ajot.62.5.564 · Cited by 515 · cited 3× · see citing works
“Ashburner, J.; Ziviani, J.; Rodger, S. Surviving in the mainstream: Capacity of children with autism spectrum disorders to perform academically and regulate their emotions and behavior at school.”
BackgroundIn the shadow of misperception: assistive technology use and social interactions
Shinohara, K., & Wobbrock, J. O. (2011) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/1978942.1979044 · Cited by 495 · see citing works
Dardas, N. H., & Georganas, N. D. (2011) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2011.2161140 · Cited by 485 · see citing works
Higgins, D. J., Bailey, S., & Pearce, J. C. (2005) · Autism · doi:10.1177/1362361305051403 · Cited by 439 · see citing works
Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals
Lisetti, C., & Nasoz, F. (2004) · EURASIP Journal on Advances in Signal Processing · doi:10.1155/s1110865704406192 · Cited by 432 · see citing works
How to evaluate technologies for health behavior change in HCI research
Klasnja, P., Consolvo, S., & Pratt, W. (2011) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/1978942.1979396 · Cited by 414 · see citing works
Berthoz, S., & Hill, E. L. (2005) · European Psychiatry · doi:10.1016/j.eurpsy.2004.06.013 · Cited by 400 · see citing works
Evidence-Based Practices and Students With Autism Spectrum Disorders
Simpson, R. L. (2005) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/10883576050200030201 · Cited by 374 · see citing works
Cognitive Function and Assistive Technology for Cognition: A Systematic Review
Gillespie, A., Best, C. S., & O’Neill, B. (2011) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617711001548 · Cited by 329 · see citing works
Factors Associated with Assistive Technology Discontinuance among Individuals with Disabilities
Riemer-Reiss, M. L., & Wacker, R. R. (2000) · Journal of rehabilitation · Cited by 319 · see citing works
Behavior Analytic Instruction for Learners with Autism
Green, G. (2001) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/108835760101600203 · Cited by 309 · see citing works
Physical Activity Patterns in Youth with Autism Spectrum Disorders
Pan, C., & Frey, G. C. (2006) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0101-6 · Cited by 303 · see citing works
Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep
Muaremi, A., Arnrich, B., & Tröster, G. (2013) · BioNanoScience · doi:10.1007/s12668-013-0089-2 · Cited by 302 · see citing works
Ashburner, J. K., Ziviani, J. M., & Rodger, S. (2009) · Research in Autism · doi:10.1016/j.rasd.2009.07.002 · Cited by 291 · see citing works
Assistive Technology Use and Stigma
Parette, P., & Scherer, M. (2004) · Education and Training in Developmental Disabilities · doi:10.1177/215416470403900304 · Cited by 272 · see citing works
Multimodal 'eyes-free' interaction techniques for wearable devices
Brewster, S. A., Lumsden, J., Bell, M., Hall, M., & Tasker, S. (2003) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/642611.642694 · Cited by 268 · see citing works
Tian, Y., Takeo Kanade, A., & Cohn, J. F. (2011) · Springer eBooks · doi:10.1007/978-0-85729-932-1_19 · Cited by 268 · see citing works
Affective Computing: From Laughter to IEEE
Picard, R. W. (2010) · IEEE Transactions on Affective Computing · doi:10.1109/t-affc.2010.10 · Cited by 267 · see citing works
Rawassizadeh, R., Price, B. A., & Petre, M. (2014) · Communications of the ACM · doi:10.1145/2629633 · Cited by 267 · see citing works
Pottie, C. G., & Ingram, K. M. (2008) · Journal of Family Psychology · doi:10.1037/a0013604 · Cited by 253 · see citing works
Obrusníková, I., & Cavalier, A. R. (2010) · Journal of Developmental and Physical Disabilities · doi:10.1007/s10882-010-9215-z · Cited by 242 · see citing works
Desperately seeking simplicity
Dawe, M. (2006) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1124772.1124943 · Cited by 239 · see citing works
Beyond Self-Tracking and Reminders: Designing Smartphone Apps That Support Habit Formation
Stawarz, K., Cox, A. L., & Blandford, A. (2015) · Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems · doi:10.1145/2702123.2702230 · Cited by 237 · see citing works
Machalicek, W., O’Reilly, M. F., Beretvas, S. N., Sigafoos, J., & Lancioni, G. E. (2006) · Research in Autism · doi:10.1016/j.rasd.2006.10.005 · Cited by 226 · see citing works
Rincover, A., Cook, R., Peoples, A., & Packard, D. (1979) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.1979.12-221 · Cited by 225 · see citing works
Picard, R. W. (1999) · International Conference on Human-Computer Interaction · Cited by 209 · see citing works
Expanding the input expressivity of smartwatches with mechanical pan, twist, tilt and click
Xiao, R., Laput, G., & Harrison, C. (2014) · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · doi:10.1145/2556288.2557017 · Cited by 195 · see citing works
Healthwear: medical technology becomes wearable
Pentland, A. (2004) · Computer · doi:10.1109/mc.2004.1297238 · Cited by 190 · see citing works
Obrusníková, I., & Miccinello, D. (2012) · Adapted Physical Activity Quarterly · doi:10.1123/apaq.29.1.63 · Cited by 171 · see citing works
Scherer, M. J. (2002) · Disability and Rehabilitation · doi:10.1080/09638280110066262 · Cited by 164 · see citing works
Verza, R., de Carvalho, M. L. L., Battaglia, M. A., & Uccelli, M. M. (2005) · Multiple Sclerosis Journal · doi:10.1191/1352458506ms1233oa · Cited by 158 · see citing works
Effects and Implications of Self-Management for Students With Autism
Lee, S.-H., Simpson, R. L., & Shogren, K. A. (2007) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/10883576070220010101 · Cited by 156 · see citing works
Smart watch accelerometry for analysis and diagnosis of tremor
Wile, D. J., Ranawaya, R., & Kiss, Z. H. T. (2014) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2014.04.021 · Cited by 148 · see citing works
Shabani, D. B., & Fisher, W. W. (2006) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.2006.30-05 · Cited by 147 · see citing works
Țapu, R., Mocanu, B., Bursuc, A., & Zaharia, T. B. (2013) · IEEE International Conference on Computer Vision Workshops · doi:10.1109/iccvw.2013.65 · Cited by 146 · see citing works
Lauritsen, M. B. (2013) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-012-0359-5 · Cited by 130 · see citing works
Towards detection of bad habits by fusing smartphone and smartwatch sensors
Shoaib, M. A., Bosch, S., Scholten, H., Havinga, P., & İncel, Ö. D. (2015) · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomw.2015.7134104 · Cited by 116 · see citing works
Mocanu, B., Țapu, R., & Zaharia, T. B. (2016) · Sensors · doi:10.3390/s16111807 · Cited by 96 · see citing works
Cassella, M. D., Sidener, T. M., Sidener, D. W., & Progar, P. R. (2011) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.2011.44-169 · Cited by 91 · see citing works
Peer-Mediated Instruction and Intervention Strategies for Students with Autism Spectrum Disorders
Sperry, L. A., Neitzel, J., & Engelhardt-Wells, K. (2010) · Preventing School Failure Alternative Education for Children and Youth · doi:10.1080/10459881003800529 · Cited by 83 · see citing works
Lancioni, G. E., Sigafoos, J., O’Reilly, M. F., & Singh, N. N. (2012) · Autism and child psychopathology series · doi:10.1007/978-1-4614-4229-5 · Cited by 72 · see citing works
Wilkowska, W., Gaul, S., & Ziefle, M. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-16607-5_6 · Cited by 68 · see citing works
Wearable Eating Habit Sensing System Using Internal Body Sound
Shuzo, M., Komori, S., Takashima, T., Lopez, G. F., Tatsuta, S., Yanagimoto, S., Warisawa, S., Delaunay, J., & Yamada, I. (2010) · Journal of Advanced Mechanical Design Systems and Manufacturing · doi:10.1299/jamdsm.4.158 · Cited by 62 · see citing works
Sharma, V., Mankodiya, K., de la Torre, F. N., Zhang, A., Ryan, N. D., Ton, T. G. N., Gandhi, R., & Jain, S. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-07635-5_11 · Cited by 58 · see citing works
SPAs (smart phone applications) – a new form of assistive technology
Doughty, K. (2011) · Journal of Assistive Technologies · doi:10.1108/17549451111149296 · Cited by 52 · see citing works
Anxiety detection using wearable monitoring
Miranda, D., Calderón, M., & Favela, J. (2014) · Mexican Conference on Human-Computer Interaction (MexIHC) · doi:10.1145/2676690.2676694 · Cited by 47 · see citing works
Towards high quality text entry on smartwatches
Dunlop, M. D., Komninos, A., & Durga, N. (2014) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/2559206.2581319 · Cited by 42 · see citing works
Exploring the Potential of Wearables to Support Employment for People with Mild Cognitive Impairment
Dibia, V. C., Trewin, S. M., Ashoori, M., & Erickson, T. D. (2015) · International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) · doi:10.1145/2700648.2811390 · Cited by 31 · see citing works
Potential uses of wearable technology in medicine: lessons learnt from Google Glass
Aungst, T. D., & Lewis, T. (2015) · International Journal of Clinical Practice · doi:10.1111/ijcp.12688 · Cited by 30 · see citing works
Supporting healthcare communication enabled by Information and Communication Technology
Alpay, L., Toussaint, P. J., & Zwetsloot-Schonk, B. (2004) · doi:10.1145/1005220.1005236 · Cited by 28 · see citing works
Naturalistic Recognition of Activities and Mood Using Wearable Electronics
Zhu, Z. Z., Satizábal, H. F., Blanke, U., Pérez-Uribe, A., & Tröster, G. (2015) · IEEE Transactions on Affective Computing · doi:10.1109/taffc.2015.2491927 · Cited by 25 · see citing works
Assistive Technology for Cognition
(2014) · Psychology Press eBooks · doi:10.4324/9781315779102 · Cited by 25 · see citing works
Biomedical and Health Informatics in Translational Medicine
Kulikowski, C., & Kulikowski, C. A. (2008) · Methods of Information in Medicine · doi:10.3414/me9135 · Cited by 23 · see citing works
Stress Recognition - A Step Outside the Lab
Ramos, J., Hong, J.-H., & Dey, A. K. (2014) · International Conference on Physiological Computing Systems (PhyCS) · doi:10.5220/0004725701070118 · Cited by 23 · see citing works
Healthwear: medical technology becomes wearable.
Pentland, A. ‘. (2005) · PubMed · Cited by 16 · see citing works
Temporo-spatial prompting for persons with cognitive impairment using smart wrist-worn interface
Kearns, W. D., Jasiewicz, J. M., Fozard, J. L., Webster, P., Scott, S., Craighead, J. D., Bowen, M. E., & McCarthy, J. (2013) · The Journal of Rehabilitation Research and Development · doi:10.1682/jrrd.2013.12.0261 · Cited by 13 · see citing works
Rodrigo, J., & Corral, D. (2013) · Informática na educação teoria & prática · doi:10.22456/1982-1654.43426 · Cited by 12 · see citing works
Smart Watch and Monitoring System for Dementia Patients
Shin, D., Shin, D., & Shin, D. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-38027-3_62 · Cited by 11 · see citing works
Götzelmann, T., & Vázquez, P. (2015) · doi:10.1145/2829875.2829929 · Cited by 11 · see citing works
Ameis, S. H., Soorya, L. V., Wang, A. T., Anagnostou, E. A., Anagnostou, E. A., & Department Of Pediatrics (2015) · Oxford University Press eBooks · doi:10.1093/med/9780199349722.001.0001 · Cited by 11 · see citing works
Functional Behavior Assessment for People with Autism: Making Sense of Seemingly Senseless Behavior
Glasberg, B. A. (2014) · Medical Entomology and Zoology · Cited by 10 · see citing works
Cellular and Molecular Biology of Autism Spectrum Disorders
(2010) · BENTHAM SCIENCE PUBLISHERS eBooks · doi:10.2174/97816080519601100101 · Cited by 7 · see citing works
Wearables in Education: Expectations and Disappointments
Sapargaliyev, D. (2015) · Communications in computer and information science · doi:10.1007/978-3-662-48978-9_7 · Cited by 7 · see citing works
Towards implicit interaction by using wearable interaction device sensors for more than one task
Witt, H., & Kenn, H. (2006) · International Conference on Mobile Technology, Applications, and Systems · doi:10.1145/1292331.1292354 · Cited by 4 · see citing works
Mounted Smartphones as Measurement and Control Platforms for Motor-Based Laboratory Test-Beds
Frank, J. A., Brill, A., & Kapila, V. (2016) · Sensors · doi:10.3390/s16081331 · Cited by 4 · see citing works
Flagged first, then by citations
2 of the 90 references couldn’t be matched to a known paper.
Research works printed but not linked: 6
- [3]Lord C. Cook E. Autism spectrum disorders Autism: The Science of Mental Health Routledge New York, NY, USA 2013
- [18]Cook A. Polgar J. Assistive Technologies: Principles and Practice Elsevier Amsterdam, The Netherlands 2014
- [45]Huang P. Promoting Wearable Computing: A Survey and Future Agenda Springer Tokyo, Japan 2000
- [59]Verbrugge K. Stevens I. De Marez L. The role of an omnipresent pocket device: Smartphone attendance and the role of user habits Proceedings of the IAMCR 2013: ″Crises, ‘Creative Destruction’ and the Global Power and Communication Orders″ Dublin, Ireland 25–29 June 2013
- [75]Lumsden J. Brewster S. A paradigm shift: Alternative interaction techniques for use with mobile & wearable devices Proceedings of the 2003 Conference of the Centre for Advanced Studies on Collaborative Research Toronto, ON, Canada 6–9 October 2003
- [78]Götzelmann T. Vázquez P. InclineType: An Accelerometer-based Typing Approach for Smartwatches Proceedings of the 16th International Conference on Human Computer Interaction (Interacción’15) Vilanova i la Geltrú, Spain 7–9 September 2015
Cited by
Sorted by citations
Wearables and the Medical Revolution
Dunn, J., Runge, R., & Snyder, M. (2018) · Personalized Medicine · doi:10.2217/pme-2018-0044 · Cited by 654 · see citing works
Smartwatches in healthcare medicine: assistance and monitoring; a scoping review
Hosseini, M. M., Hosseini, S. T. M., Qayumi, K. A., Hosseinzadeh, S., & Tabar, S. S. S. (2023) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-023-02350-w · Cited by 178 · see citing works
Taj-Eldin, M., Ryan, C., O’Flynn, B., & Galvin, P. (2018) · Sensors · doi:10.3390/s18124271 · Cited by 142 · see citing works
Mobile Applications to Improve Emotional Intelligence in Autism – A Review
Papoutsi, C., Drigas, A. S., & Skianis, C. A. (2018) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v12i6.9073 · Cited by 131 · see citing works
Carlier, S., der Paelt, S. V., Ongenae, F., Backere, F. D., & Turck, F. D. (2020) · Sensors · doi:10.3390/s20040966 · Cited by 116 · see citing works
Koumpouros, Y., & Kafazis, T. (2019) · Research in Autism · doi:10.1016/j.rasd.2019.05.005 · Cited by 108 · see citing works
Review of Use of Asynchronous Technologies Incorporated in Mental Health Care
Chan, S. R., Li, L., Torous, J. B., Gratzer, D., & Yellowlees, P. (2018) · Current Psychiatry Reports · doi:10.1007/s11920-018-0954-3 · Cited by 90 · see citing works
Cibrian, F. L., Lakes, K. D., Schuck, S. E. B., & Hayes, G. R. (2021) · International Journal of Child-Computer Interaction · doi:10.1016/j.ijcci.2021.100421 · Cited by 87 · see citing works
Supporting Self-Regulation of Children with ADHD Using Wearables: Tensions and Design Challenges
Cibrian, F. L., Lakes, K. D., Tavakoulnia, A., Guzman, K., Schuck, S., & Hayes, G. R. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376837 · Cited by 81 · see citing works
IoT Structured Long-Term Wearable Social Sensing for Mental Wellbeing
Yang, S., Gao, B., Jiang, L., Jin, J., Gao, Z., Ma, X., & Woo, W. L. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2889966 · Cited by 74 · see citing works
Perseverations of the academy: a survey of wearable technologies applied to autism intervention
Williams, R. M., & Gilbert, J. E. (2020) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2020.102485 · Cited by 74 · see citing works
Wearables for Stress Management: A Scoping Review
González-Ramírez, M. L., Garćıa-Vázquez, J. P., Rodríguez, M. D., Padilla-López, A., Galindo-Aldana, G., & Cuevas-González, D. (2023) · Healthcare · doi:10.3390/healthcare11172369 · Cited by 73 · see citing works
Behavioural medicine and gastrointestinal disorders: the promise of positive psychology
Keefer, L. (2018) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-018-0001-1 · Cited by 69 · see citing works
Reynard, S., Dias, J., Mitić, M., Schrank, B., & Woodcock, K. A. (2022) · JMIR Serious Games · doi:10.2196/31456 · Cited by 79 · see citing works
Cyborg Perspectives on Computing Research Reform
Williams, A., & Gilbert, J. E. (2019) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3290607.3310421 · Cited by 65 · see citing works
Extended reality for mental health: Current trends and future challenges
Pons, P., Medrano, S. N., & Soler-Dominguez, J. L. (2022) · Frontiers in Computer Science · doi:10.3389/fcomp.2022.1034307 · Cited by 59 · see citing works
Dell’Osso, L., Massoni, L., Battaglini, S., De Felice, C., Nardi, B., Amatori, G., Cremone, I. M., & Carpita, B. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1234518 · Cited by 55 · see citing works
RAISE: Robotics & AI to improve STEM and social skills for elementary school students
Hughes, C. E., Dieker, L. A., Glavey, E. M., Hines, R. A., Wilkins, I., Ingraham, K., Bukaty, C. A., Ali, K., Shah, S., Murphy, J., et al. (2022) · Frontiers in Virtual Reality · doi:10.3389/frvir.2022.968312 · Cited by 47 · see citing works
Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification
Pinto, G., Carvalho, J. M., Barros, F., Soares, S., Pinho, A. J., & Brás, S. (2020) · Italian National Conference on Sensors · doi:10.3390/s20123510 · Cited by 40 · see citing works
Me, My Health, and My Watch: How Children with ADHD Understand Smartwatch Health Data
Ankrah, E. A., Cibrian, F. L., Silva, L. M., Tavakoulnia, A., Beltran, J. A., Schuck, S. E. B., Lakes, K. D., & Hayes, G. R. (2022) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3577008 · Cited by 42 · see citing works
m-Health and Autism: Recognizing Stress and Anxiety with Machine Learning and Wearables Data
Masino, A. J., Forsyth, D., Nuske, H. J., Herrington, J. D., Pennington, J. W., Kushleyeva, Y., & Bonafide, C. P. (2019) · Proceedings - IEEE Symposium on Computer-Based Medical Systems · doi:10.1109/cbms.2019.00144 · Cited by 38 · see citing works
Cano, S. P., Cubillos, C., Alfaro, R., Romo, A., García, M., & Moreira, F. (2024) · Sensors · doi:10.3390/s24248137 · Cited by 45 · see citing works
Wearable Long-Term Social Sensing for Mental Wellbeing
Jiang, L., Gao, B., Gu, J. J., Chen, Y., Gao, Z., Ma, X., Kendrick, K. M., & Woo, W. L. (2018) · IEEE Sensors Journal · doi:10.1109/jsen.2018.2877427 · Cited by 35 · see citing works
Co-Designing Situated Displays for Family Co-Regulation with ADHD Children
Silva, L. M., Cibrian, F. L., Bonang, C., Bhattacharya, A., Min, A., Monteiro, E. M., Beltran, J. A., Schuck, S. E. B., Lakes, K. D., Hayes, G. R., et al. (2024) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3613904.3642745 · Cited by 33 · see citing works
Lemaignan, S., Newbutt, N. A., Rice, L., & Daly, J. (2022) · International Journal of Social Robotics · doi:10.1007/s12369-022-00928-4 · Cited by 32 · see citing works
CoolCraig: A Smart Watch/Phone Application Supporting Co-Regulation of Children with ADHD
Doan, M., Cibrian, F. L., Jang, A., Khare, N., Chang, S., Li, A., Schuck, S., Lakes, K. D., & Hayes, G. R. (2020) · Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3334480.3382991 · Cited by 32 · see citing works
Black, M. H., Milbourn, B. T., Chen, N. T. M., McGarry, S., Wali, F. A., Ho, A. S. V., Lee, M., Bölte, S., Falkmer, T., & Girdler, S. J. (2020) · Scandinavian Journal of Child and Adolescent Psychiatry and Psychology · doi:10.21307/sjcapp-2020-006 · Cited by 35 · see citing works
Torrado, J. C., Gómez, J., & Montoro, G. (2020) · IEEE Access · doi:10.1109/access.2020.3000095 · Cited by 28 · see citing works
Self-citationGao, X., Yin, L., Tian, S., Huang, Y., & Ji, Q. (2024) · IEEE Sensors Journal · doi:10.1109/jsen.2024.3374762 · Cited by 28 · see citing works
Zhang, Y., Li, D., Li, X., Zhou, X., & Newman, G. (2024) · Social Science & Medicine · doi:10.1016/j.socscimed.2024.117075 · Cited by 24 · see citing works
Bagirathan, A., Selvaraj, J., Gurusamy, A., & Das, H. (2020) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-020-01985-1
Customization Support in Computer-Based Technologies for Autism: A Systematic Mapping Study
Lopez-Herrejon, R. E., Poddar, O., Herrera, G., & Sevilla, J. (2020) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2020.1731673 · Cited by 21 · see citing works
Anandhi, B., Jerritta, S., Anusuya, I. G., & Das, H. (2021) · IRBM · doi:10.1016/j.irbm.2021.06.002 · Cited by 20 · see citing works
Using Smartwatches in Stress Management, Mental Health, and Well-Being: A Systematic Review
Kapogianni, N.-A., Sideraki, A., & Anagnostopoulos, C. (2025) · Algorithms · doi:10.3390/a18070419 · Cited by 23 · see citing works
Coulter, H., Donnelly, M. P., Mallett, J., & Kernohan, G. W. (2022) · JMIR Formative Research · doi:10.2196/37994 · Cited by 27 · see citing works
Understanding Noise Sensitivity through Interactions in Two Online Autism Forums
Hicks, E., Johnson, J., Black, R. W., & Hayes, G. R. (2023) · International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) · doi:10.1145/3597638.3608413 · Cited by 17 · see citing works
Coşkun, B., Uluer, P., Toprak, E., Barkana, D. E., Köse, H., Zorčec, T., Robins, B., & Landowska, A. (2022) · IEEE/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob) · doi:10.1109/biorob52689.2022.9925485 · Cited by 17 · see citing works
Azuaje, G., Liew, K., Buening, R., She, W. J., Siriaraya, P., Wakamiya, S., & Aramaki, E. (2023) · Royal Society Open Science · doi:10.1098/rsos.220238 · Cited by 16 · see citing works
Emotion Regulation for Neurodiversity through Wearable Technology
Kalantari, N., Zheng, H. M., Graff, H. J., Evmenova, A. S., & Motti, V. G. (2021) · International Conference on Affective Computing and Intelligent Interaction and workshops · doi:10.1109/acii52823.2021.9597458 · Cited by 15 · see citing works
Ahuja, D., Sarkar, A., Chandra, S., & Kumar, P. (2022) · Technology and Disability · doi:10.3233/tad-210349 · Cited by 15 · see citing works
O’Brien, A. M., Schlosser, R. W., Yu, C., Allen, A. A., & Shane, H. C. (2020) · Journal of Special Education Technology · doi:10.1177/0162643420904001 · Cited by 14 · see citing works
Introduction to Wearable Computers
Motti, V. G. (2020) · Human-computer interaction series · doi:10.1007/978-3-030-27111-4_1 · Cited by 14 · see citing works
ZAHARIA, A. L., Noir-Kahlo, K., Bressoud, N., Sander, D., Dukes, D., & Samson, A. C. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.705937 · Cited by 13 · see citing works
Motti, V. G. (2019) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/3341162.3349573 · Cited by 13 · see citing works
O’Brien, A. M., Schlosser, R. W., Shane, H. C., Wendt, O., Yu, C., Allen, A. A., Cullen, J., Benz, A., & O’Neill, L. (2021) · Augmentative and Alternative Communication · doi:10.1080/07434618.2020.1862299 · Cited by 13 · see citing works
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues
Park, S., Kim, D., & Oh, A. H. (2019) · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · doi:10.18653/v1/n19-1148 · Cited by 12 · see citing works
Thompson, L., Charitos, S., Bird, J., Marshall, P., & Brigden, A. (2025) · Journal of Medical Internet Research · doi:10.2196/62944 · Cited by 11 · see citing works
Lara, M. H., Caro, K., & Martínez-García, A. I. (2023) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2023.104467 · Cited by 11 · see citing works
Application of artificial intelligence in mental health and mental illnesses
Feng, X., Hu, M., & Guo, W. (2022) · International Symposium on Artificial Intelligence for Medicine Sciences (ISAIMS) · doi:10.1145/3570773.3570834 · Cited by 10 · see citing works
Imoh, P. O., & Enyejo, J. O. (2025) · doi:10.38124/ijisrt/25may866 · Cited by 10 · see citing works
Informing the Design of Mobile and Wearable Technology for Noise Sensitivity MHCI017
Hicks, E., Park, S., Mavrovounioti, A., Du, W., Hu, J., Na, K., Serrano, N., Munoz, R. C., Ankrah, E. A., Min, A., et al. (2025) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3743725 · Cited by 9 · see citing works
Cibrian, F. L., Lakes, K. D., Schuck, S. E. B., Tavakoulnia, A., Guzman, K., & Hayes, G. R. (2019) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/3341162.3345612 · Cited by 9 · see citing works
Achtypi, A., Guldberg, K., & Papoudi, D. (2023) · British Journal of Special Education · doi:10.1111/1467-8578.12456 · Cited by 8 · see citing works
Hodges, A., Cordier, R., Joosten, A. V., & Bourke‐Taylor, H. M. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-05362-5 · Cited by 8 · see citing works
Bosch, R., Chakhssi, F., & Noordzij, M. L. (2022) · Psychiatry Research · doi:10.1016/j.psychres.2022.114645 · Cited by 8 · see citing works
deLeyer-Tiarks, J. M., Li, M. G., Levine-Schmitt, M., Andrade, B., Bray, M. A., & Peters, E. (2022) · Psychology in the Schools · doi:10.1002/pits.22802 · Cited by 8 · see citing works
López‐Bouzas, N., Pérez, M. E. D. M., & Fernández, J. C. (2023) · Education and Information Technologies · doi:10.1007/s10639-023-12319-x · Cited by 7 · see citing works
Digitally skilled but socially disadvantaged: Enabling digital capabilities in low-income families
McCosker, A., Tucker, J., & Kennedy, J. (2024) · Convergence The International Journal of Research into New Media Technologies · doi:10.1177/13548565241268277 · Cited by 7 · see citing works
Zheng, H. M., Motti, V. G., Giwa-Lawal, K., Evmenova, A. S., & Graff, H. J. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-29384-0_7 · Cited by 7 · see citing works
Leveling Up Regulatory Support Through Community Collaboration
Laurent, A. C., & Fede, J. (2021) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2020_persp-20-00197 · Cited by 5 · see citing works
Zheng, H. M., Mahapasuthanon, P., Chen, Y., Rangwala, H., Evmenova, A. S., & Motti, V. G. (2021) · International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) · doi:10.1145/3441852.3471220 · Cited by 7 · see citing works
Chugh, G., Chakraborty, S., Bhandari, R. B., & Chakraborty, S. (2023) · IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies · doi:10.1145/3580252.3586981 · Cited by 6 · see citing works
Bashshar, A. M. A. A.-B., & Elashram, R. E. M. (2024) · International Journal of Disability Development and Education · doi:10.1080/1034912x.2024.2419871 · Cited by 6 · see citing works
Arbili, O., Rokach, L., & Cohen, S. (2025) · Sensors · doi:10.3390/s25051409 · Cited by 6 · see citing works
Liu, X., Chen, J., Zhang, K., Wang, X., Wang, G., & Zhang, R. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-11114-4 · Cited by 6 · see citing works
Anderson, C. L., & Anderson, K. M. (2019) · Springer eBooks · doi:10.1007/978-3-319-64301-4_3 · Cited by 6 · see citing works
Ferina, J., Dando, E., Anderson, C., Foster, J., Lantz, J. F., Hamlin, T., & Hahn, J. (2025) · Journal of Personalized Medicine · doi:10.3390/jpm15100453 · Cited by 6 · see citing works
Polo-Rodríguez, A., Rotbei, S., Amador, S., Baños, O., Gil, D., & Medina-Quero, J. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822822-7.00005-3 · Cited by 5 · see citing works
Wearable Technologies for Anxious Adolescents
Conderman, G., Laarhoven, T. R. V., Johnson, J. W., & Liberty, L. M. (2020) · The Clearing House A Journal of Educational Strategies Issues and Ideas · doi:10.1080/00098655.2020.1819183 · Cited by 6 · see citing works
AI System in Monitoring of Emotional State of a Student with Autism
Andrunyk, V., & Yaloveha, O. (2020) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-63270-0_7 · Cited by 5 · see citing works
Information System for Monitoring the Emotional State of a Student With Special Needs Using AI
Andrunyk, V., & Yaloveha, O. (2020) · IEEE International Conference on Computer Sciences and Information Technologies (CSIT) · doi:10.1109/csit49958.2020.9321933 · Cited by 5 · see citing works
Stasolla, F., & Passaro, A. (2020) · Advances in medical diagnosis, treatment, and care (AMDTC) book series · doi:10.4018/978-1-7998-3069-6.ch004 · Cited by 5 · see citing works
Wells, N. M., Tralins, J., Li, D., Mateer, T. J., Eldermire, E., Ohm, H. L. R., Lantz, J. F., & Kibbee, M. R. (2025) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2025.102619 · Cited by 4 · see citing works
Designing Interactive Technology to Support Children with Autism
Wu, Q. Z. (2024) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3613905.3638192 · Cited by 4 · see citing works
Ye, Q., Tang, W., Xu, T., Zhu, D., & Hua, W. (2025) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2025.105243 · Cited by 5 · see citing works
Guerrero-Vásquez, L. F., López‐Nores, M., Pazos-Arias, J. J., Robles-Bykbaev, V., Bustamante-Cacao, K. C., Jara-Quito, H. J., Bravo-Torres, J. F., & Campoverde-Jara, P. X. (2022) · Review Journal of Autism and Developmental Disorders · doi:10.1007/s40489-022-00347-1 · Cited by 4 · see citing works
Personalized Therapy of Neurological Disorders
Jain, K. K. (2020) · Springer eBooks · doi:10.1007/978-3-030-62080-6_11 · Cited by 4 · see citing works
Chinchay, Y., Gómez, J., & Montoro, G. (2022) · IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon52537.2022.9766656 · Cited by 4 · see citing works
Self-citationAudioBuddy: An Assistive Technology for People with Noise Sensitivity and Their Care Networks
Dotch, E. (2024) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/3675094.3678365 · Cited by 3 · see citing works
Sculpting Expression: A Creative Arts Therapy Exhibition
Hartman, A., & Owings, P. E. (2021) · American Behavioral Scientist · doi:10.1177/00027642211003154 · Cited by 3 · see citing works
Wearable technologies for students with disabilities
Conderman, G., Laarhoven, T. R. V., Johnson, J. W., & Liberty, L. M. (2021) · Support for Learning · doi:10.1111/1467-9604.12386 · Cited by 3 · see citing works
Davis, J. P. (2022) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2022.398 · Cited by 3 · see citing works
Assisted Behavior Control with Wearable Devices: A Case Study for High-Functioning Autism
Torrado, J. C., Gómez, J., & Montoro, G. (2019) · International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI) · doi:10.3390/proceedings2019031002 · Cited by 3 · see citing works
Self-citationTransforming Emotional Health: Smartwatches as Catalysts for Emotional Regulation and Self-Awareness
Salim, F. (2025) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3706599.3720279 · Cited by 2 · see citing works
Guo, W., Chen, H., & Peng, S. (2025) · Frontiers in Computer Science · doi:10.3389/fcomp.2025.1642265 · Cited by 2 · see citing works
Costescu, C. A., Ferreira, P., Ferreira, A. I., David, C., Herrera, G., Heldal, I., Dæhlen, A., Kővári, A., Brito, J., Campos, J., et al. (2026) · Journal of Enabling Technologies · doi:10.1108/jet-01-2025-0003 · Cited by 2 · see citing works
Maddalon, L., Altozano, A., Minissi, M. E., Romero, G. L., Martínez, S. G., Marín‐Morales, J., Amaia Hervas, G., & Alcañíz, M. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1827283 · Cited by 2 · see citing works
Recognition of valence using QRS complex in children with Autism Spectrum Disorder (ASD)
Anandhi, B., & Jerritta, S. (2021) · IOP Conference Series Materials Science and Engineering · doi:10.1088/1757-899x/1070/1/012082 · Cited by 2 · see citing works
Bruce, O., Sajjadi, S. F., Galland, B. C., Gross, J., & Dainty, G. J. (2023) · Frontiers in Sleep · doi:10.3389/frsle.2023.1132935 · Cited by 2 · see citing works
A Perspective on Intervention Approaches for Children with Autism Spectrum Disorder
Balaji, S., Sanfilippo, F., Gerdes, M. W., & Prattichizzo, D. (2022) · Communications in computer and information science · doi:10.1007/978-3-031-10525-8_11 · Cited by 2 · see citing works
Field, L., Forshaw, M. J., Poole, H. M., Paine, P., Fairclough, G., & Walton, C. (2022) · Journal of Complexity in Health Sciences · doi:10.21595/chs.2021.22069 · Cited by 2 · see citing works
Autistic Disorder Analysis Among Children and Adult
Anbarasi, L. J., Prassanna, J., Sarobin, V. R. M., Rajarajeswari, S., Prabhakaran, R., & Manikandan, R. (2020) · International Journal of Current Research and Review · doi:10.31782/ijcrr.2020.12217 · Cited by 2 · see citing works
Malik, M. ‘. A., Ahmad, S. Z., Nor, R. M., Jamil, N., Idris, S. B., & Wah, G. L. B. (2023) · IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) · doi:10.1109/iscaie57739.2023.10165579 · Cited by 1 · see citing works
Best Practices to Improve Autonomy of People on the Spectrum Using Handheld Devices
Espino, G. M. D. E., & de la Maza, L. P. (2024) · Integrated science · doi:10.1007/978-3-031-76414-1_9 · Cited by 1 · see citing works
Assessment and Intervention for Children with Autism: Are AI Technology Interventions Effective?
Shen, Y.-B., Yu, X., & Liao, X.-L. (2024) · International Conference on Educational Technology (ICET) · doi:10.1109/icet62460.2024.10869182 · Cited by 1 · see citing works
McComas, J. J., Wilczynski, S., Cerda, M.-L., Beavis, H. S., Drossel, C., Sundberg, S., & Anderson, K. D. (2025) · Behavior Analysis in Practice · doi:10.1007/s40617-025-01128-y · Cited by 2 · see citing works
Sandhu, M. M., Latif, S., Bayor, A. A., Lü, W., Kholghi, M., Prabhu, D., & Silvera‐Tawil, D. (2026) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2026.106262 · Cited by 2 · see citing works
Zamri, N., Mohamad, Z., Nik, W. N. S. W., & Mohamad, A. H. Z. (2021) · Springer eBooks · doi:10.1007/978-3-030-67490-8_15 · Cited by 1 · see citing works
Lara, M. H., Martínez-García, A. I., & Caro, K. (2021) · Avances en Interacción Humano-Computadora · doi:10.47756/aihc.y6i1.96 · Cited by 1 · see citing works
استخدام جدول النشاط المرئي لتحسين مهارات التنظيم الذاتي لدى الطلبة ذوي اضطراب طيف التوحد
Bahrawi Dr, A. A. (2022) · The International Journal for Research in Education · doi:10.36771/ijre.46.3.22-pp80-114 · Cited by 1 · see citing works
- Authors
- Torrado, J. C., Gomez, J., & Montoro, G.
- Affiliations
- Universidad Autónoma de Madrid (ES)
- Department of Computer Engineering, Universidad Autónoma de Madrid, Madrid 28049, Spain
- Corresponding author
- Torrado, Juan C.
- Venue
- Sensors
- Publisher
- MDPI AG
- Published
- 2017-06-11
- Volume
- 17
- Issue
- 6
- Pages
- 1359
- ISSN
- 1424-8220 (ISSN-L)
- PMC
- PMC5492838
- OpenAlex
- W2624259507
- Cited by
- 130
- References
- 90
- Citations by year
- 2026: 13 · 2025: 13 · 2024: 14 · 2023: 13 · 2022: 21 · 2021: 18 · 2020: 18 · 2019: 10 · 2018: 10
- FWCI
- 5.89
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Sensors (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (publishedVersion)
- Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya) (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Hispana (submittedVersion)
- Biblos-e Archivo (Universidad Autónoma de Madrid) (submittedVersion, public-domain)
- Funders
- Fundación Orange
- e-Training y e-Coaching para la integración socio-laboral (TIN2013--44586--R)
- eMadrid-CM: Investigación y Desarrollo de Tecnologías Educativas en la Comunidad de Madrid (S2013/ICE-2715)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Emotion and Mood Recognition
- Keywords
- autism spectrum disorder, emotion regulation, smartwatches, wearable devices, physiological signals, motion detection, tantrums
- MeSH terms
- Autism Spectrum Disorder, Smartphone, Emotions, Humans
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