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• WLA4ND: a Wearable Dataset of Learning Activities for Young Adults with Neurodiversity to Provide Support in Education

  Hui Zheng, Pattiya Mahapasuthanon, Yujing Chen, Huzefa Rangwala, Anya S Evmenova, Vivian Genaro Motti · 2021 · Proceedings of the 23rd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '21)

  This paper introduces WLA4ND (Wearable Learning Activities for Neurodiversity), the first wearable sensor dataset of learning activities collected from young adults with neurodiversity. While existing wearable sensor datasets focus on fitness, daily living, and locomotion…

  neurodiversity · wearable technology · machine learning · activity recognition · inclusive education

• Wearable Interactions for Users with Motor Impairments: Systematic Review, Inventory, and Research Implications

  Alexandru-Ionut Siean, Radu-Daniel Vatavu · 2021 · The 23rd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2021)

  This paper presents the first systematic literature review focused specifically on wearable interactions for users with motor impairments. The authors conducted a meta-analysis of 57 peer-reviewed scientific articles identified through searches of the ACM Digital Library, IEEE…

  motor impairments · wearable technology · systematic literature review · gesture interaction · smartwatches

• Activity Recognition in Older Adults with Training Data from Younger Adults: Preliminary Results on in Vivo Smartwatch Sensor Data

  Sabahat Fatima · 2021 · Proceedings of the 23rd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '21)

  This extended abstract investigates a critical age-related bias in wearable activity recognition: models trained on data from younger adults perform significantly worse when applied to older adults. The study is motivated by the growing potential of smartwatch-based…

  older adults · activity recognition · machine learning · wearable technology · smartwatch

• Beyond Adaptive Sports: Challenges & Opportunities to Improve Accessibility and Analytics

  Rushil Khurana, Ashley Wang, Patrick Carrington · 2021 · ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility

  While sports data analytics has become a multi-billion dollar industry transforming training, strategy, and refereeing in able-bodied sports, adaptive sports have been largely left behind by this technological revolution. Khurana et al. interviewed 18 participants across six…

  adaptive sports · Paralympic · wheelchair sports · blind sports · sports analytics

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