Revamp: Enhancing Accessible Information Seeking Experience of Online Shopping for Blind or Low Vision Users
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Abstract (arXiv)
Online shopping has become a valuable modern convenience, but blind or low vision (BLV) users still face significant challenges using it, because of: 1) inadequate image descriptions and 2) the inability to filter large amounts of information using screen readers. To address those challenges, we propose Revamp, a system that leverages customer reviews for interactive information retrieval. Revamp is a browser integration that supports review-based question-answering interactions on a reconstructed product page. From our interview, we identified four main aspects (color, logo, shape, and size) that are vital for BLV users to understand the visual appearance of a product. Based on the findings, we formulated syntactic rules to extract review snippets, which were used to generate image descriptions and responses to users' queries. Evaluations with eight BLV users showed that Revamp 1) provided useful descriptive information for understanding product appearance and 2) helped the participants locate key information efficiently.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 1 Feb 2021.
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Citing papers per year: 2025: 2; 2026: 2.
4 papers.
- 2025More than One Step at a Time: Designing Procedural Feedback for Non-visual Makeup Routinescited by 2
- 2026Finding the Signal in the Noise: An Exploratory Study on Assessing the Effectiveness of AI and Accessibility Forums for Blind Users' Support Needscited by 1
- 2025SweeperBot: Making 3D Browsing Accessible through View Analysis and Visual Question Answeringcited by 0
- 2026Generative UI as an Accessibility Bridge: Lessons from C2C E-Commercecited by 0
- 2026Generative UI as an Accessibility Bridge: Lessons from C2C E-Commerce28 Apr 2026
- 2026Finding the Signal in the Noise: An Exploratory Study on Assessing the Effectiveness of AI and Accessibility Forums for Blind Users' Support Needs20 Feb 2026
- 2025SweeperBot: Making 3D Browsing Accessible through View Analysis and Visual Question Answering18 Nov 2025
- 2025More than One Step at a Time: Designing Procedural Feedback for Non-visual Makeup Routines5 Jul 2025