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Reviews

The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • The ORBIT India Dataset: Understanding the Challenges of Collecting a Disability-First AI Dataset in Low-Resource Environments

    Gesu India, Martin Grayson, Cecily Morrison, Daniela Massiceti, Simon Robinson, Jennifer Pearson, Matt Jones · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This paper introduces ORBIT-India, the first teachable object recognition dataset contributed entirely by people who are blind or have low vision in India. It extends the UK/Canada-collected ORBIT dataset (Massiceti et al., 2021) to the Indian context — home of the world's…

    AI · accessibility · datasets · teachable object recognition · vision impairment

  • Contextual Scaffolding and Self-Efficacy: Supporting Computer Skill Development among Blind Learners in India

    Akshay Kolgar Nayak, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This paper presents a four-month contextual inquiry at two Indian computer training centers serving 94 blind or visually impaired (BVI) students — one urban center in Bengaluru focused on job-oriented ICT training (KEONICS certification) and one rural residential blind school in…

    screen readers · blind and low vision · computer literacy · Global South accessibility · India

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