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• Understanding Noise Sensitivity through Interactions in Two Online Autism Forums

  Emani Dotch, Jazette Johnson, Rebecca W. Black, Gillian R Hayes · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2023)

  This qualitative study examines how autistic people discuss and manage noise sensitivity by analyzing posts and comments from two online autism forums. Noise sensitivity is one of the most prevalent sensory processing challenges for autistic individuals, experienced by 50-70% of…

  autism · noise sensitivity · sensory processing · online communities · assistive technology

• Investigation into Stress Triggers in Autistic Adults for the Development of Technological Self-Interventions

  John Joseph McGowan, Iain Peter McGregor · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2023)

  This paper presents findings from a large-scale online survey of over 200 autistic adults and caregivers, investigating common stress triggers and the role of technology in stress management. The research is the initial phase of a broader project aimed at developing a Stress…

  autism · stress management · sensory processing · assistive technology · virtual reality

• Reimagining Machine Learning's Role in Assistive Technology by Co-Designing Exergames with Children Using a Participatory Machine Learning Design Probe

  Jared Duval, Laia Turmo Vidal, Elena Márquez Segura, Yinchu Li, Annika Waern · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2023)

  This paper fundamentally reframes the role of machine learning in assistive technology, arguing that ML models do not need to be accurate to be valuable — they can serve as sources of play and motivation rather than diagnostic tools. The researchers developed Cirkus, a…

  machine learning · participatory design · exergames · children · sensory processing

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