Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors

Author:

Theodorou Lida1,Massiceti Daniela2,Zintgraf Luisa3,Stumpf Simone1,Morrison Cecily2,Cutrell Edward4,Harris Matthew Tobias1,Hofmann Katja5

Affiliation:

1. Centre for HCI Design City, University of London, United Kingdom

2. Microsoft Research, United Kingdom

3. University of Oxford, United Kingdom

4. Microsoft Research, United States

5. Microsoft, United Kingdom

Publisher

ACM

Reference60 articles.

1. A qualitative study to support a blind photography mobile application

2. Subeida Ahmed Cecily Morrison Harshadha Balasubramanian Abigail Sellen Simone Stumpf and Martin Grayson. 2020. Investigating the Intelligibility of a Computer Vision System for Blind Users. (2020) 11. https://doi.org/10.1145/3377325.3377508 Subeida Ahmed Cecily Morrison Harshadha Balasubramanian Abigail Sellen Simone Stumpf and Martin Grayson. 2020. Investigating the Intelligibility of a Computer Vision System for Blind Users. (2020) 11. https://doi.org/10.1145/3377325.3377508

3. ReCog: Supporting Blind People in Recognizing Personal Objects

4. Cynthia L Bennett. 2020. Authentic Intelligence: A Blind Researcher Bringing Wisdom to the Future of Technology Innovations. https://www.bennettc.com/wp-content/uploads/2020/07/NFB_2020_Speech_Final.pdf Transcript of a talk at the NFB Retrieved September 2020. Cynthia L Bennett. 2020. Authentic Intelligence: A Blind Researcher Bringing Wisdom to the Future of Technology Innovations. https://www.bennettc.com/wp-content/uploads/2020/07/NFB_2020_Speech_Final.pdf Transcript of a talk at the NFB Retrieved September 2020.

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1. Understanding Strategies and Challenges of Conducting Daily Data Analysis (DDA) Among Blind and Low-vision People;The 25th International ACM SIGACCESS Conference on Computers and Accessibility;2023-10-22

2. A Guide to Data Collection for Computation and Monitoring of Node Energy Consumption;Big Data and Cognitive Computing;2023-07-11

3. "I wouldn’t say offensive but...": Disability-Centered Perspectives on Large Language Models;2023 ACM Conference on Fairness, Accountability, and Transparency;2023-06-12

4. “Dump it, Destroy it, Send it to Data Heaven”: Blind People’s Expectations for Visual Privacy in Visual Assistance Technologies;20th International Web for All Conference;2023-04-30

5. Disability-First Design and Creation of A Dataset Showing Private Visual Information Collected With People Who Are Blind;Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems;2023-04-19

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