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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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  • A platform to check website compliance with web accessibility standards

    Reinaldo Ferraz, Ana Duarte, João Bárbara, Adriano C.M. Pereira, Wagner Meira · 2023 · Proceedings of the 20th International Web for All Conference (W4A)

    This short paper presents the TIC Web Acessibilidade platform, a comprehensive system for evaluating and monitoring the accessibility of Brazilian government websites at scale. Developed by NIC.br (the Brazilian Internet Steering Committee's executive arm) in collaboration with…

    automated testing · web accessibility · government accessibility · accessibility monitoring · web crawler

  • UnlockedMaps: A Web-Based Map for Visualizing the Real-Time Accessibility of Urban Rail Transit Stations

    Ather Sharif, Aneesha Ramesh, Qianqian Yu, Trung-Anh H. Nguyen, Xuhai Xu · 2023 · Proceedings of the 20th International Web for All Conference (W4A)

    This paper presents UnlockedMaps, an open-data web-based map that visualizes the real-time elevator status of urban rail transit stations in six North American cities: Bay Area, Chicago, New York, Philadelphia, Seattle, and Toronto. The work addresses a critical gap in existing…

    transit accessibility · urban accessibility · open data · web-based maps · elevator outages

  • Banal Autistic Social Media: A Found Footage Autoethnography

    Kay Kender, Katta Spiel · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS)

    This position paper argues for designing social media platforms that support thriving neurodiverse online communities, moving beyond deficit-focused approaches that treat autistic users as needing to be "fixed" to match neurotypical social norms. The authors introduce "Banal…

    autism · neurodiversity · social media · design justice · autoethnography

  • Notably Inaccessible — Data Driven Understanding of Data Science Notebook (In)Accessibility

    Venkatesh Potluri, Sudheesh Singanamalla, Nussara Tieanklin, Jennifer Mankoff · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents the first large-scale analysis of the accessibility of computational notebooks — interactive documents combining code, text, and data visualizations that have become the standard tool for data science work. The researchers analyzed 100,000 Jupyter notebooks…

    computational notebooks · data science · screen readers · blind and visually impaired · data visualization

  • A Demonstration of RASSAR: Room Accessibility and Safety Scanning in Augmented Reality

    Xia Su, Kaiming Cheng, Han Zhang, Jaewook Lee, Wyatt Olson, Jon E. Froehlich · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS)

    This demo paper introduces RASSAR (Room Accessibility and Safety Scanning in Augmented Reality), a mobile AR application that semi-automatically identifies, localizes, and visualizes indoor accessibility and safety issues using iPhone LiDAR sensors and real-time computer vision.…

    augmented reality · computer vision · indoor accessibility · object detection · LiDAR

  • Bridging the Gap: Towards Advancing Privacy and Accessibility

    Rahaf Alharbi, Robin N. Brewer, Gesu India, Lotus Zhang, Leah Findlater, Yixin Zou, Abigale Stangl · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This workshop proposal addresses a critical but understudied gap between the accessibility and privacy research communities. The authors argue that while all technology has privacy implications, accessibility tools carry particularly overlooked privacy risks — and conversely,…

    privacy · accessibility · intersectionality · AI ethics · blind and low vision

  • How Do People with Limited Movement Personalize Upper-Body Gestures? Considerations for the Design of Personalized and Accessible Gesture Interfaces

    Momona Yamagami, Alexandra A Portnova-Fahreeva, Junhan Kong, Jacob O. Wobbrock, Jennifer Mankoff · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This study investigates how people with upper-body motor impairments design personalized gestures for common device functions like move, select, zoom-in, open, and delete. The researchers recruited 25 participants with conditions including spinal cord injury (13), muscular…

    motor impairments · gesture input · personalization · wearable sensors · electromyography

  • 30 Years of Solving the Wrong Problem: How Recolouring Tool Design Fails those with Colour Vision Deficiency

    Connor Geddes, David R. Flatla, Ciabhan L. Connelly · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper critically examines three decades of research into recolouring tools — colour filters and daltonization algorithms designed to help people with Colour Vision Deficiency (CVD) differentiate colours — and finds that these tools fundamentally misunderstand how people…

    colour vision deficiency · colour blindness · recolouring · colour filters · daltonization

  • Comparing Locomotion Techniques in Virtual Reality for People with Upper-Body Motor Impairments

    Rachel L. Franz, Jinghan Yu, Jacob O. Wobbrock · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents the first empirical study comparing the accessibility of virtual reality locomotion techniques — methods for navigating virtual environments — for people with upper-body motor impairments. Despite over 100 distinct locomotion techniques existing in VR and the…

    virtual reality · locomotion · motor impairments · VR accessibility · interaction techniques

  • Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision

    Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Linda Wen, Edward Cutrell · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper from Microsoft Research presents Find My Things, one of the first fully realized end-to-end teachable AI applications for accessibility. The app allows people who are blind or low vision to teach their phone to recognize personal objects — keys, earbuds, lip balm,…

    teachable AI · object recognition · blind and low vision · personalization · few-shot learning

  • A Diary Study in Social Virtual Reality: Impact of Avatars with Disability Signifiers on the Social Experiences of People with Disabilities

    Kexin Zhang, Elmira Deldari, Yaxing Yao, Yuhang Zhao · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents a two-week diary study exploring how avatars with disability signifiers (DS) affect the social experiences of people with disabilities (PWD) in social virtual reality platforms, specifically VRChat. Disability signifiers are visual features added to avatars…

    social virtual reality · disability signifiers · avatars · harassment · identity expression

  • Blending Accessibility in UI Framework Documentation to Build Awareness

    Maulishree Pandey, Tao Dong · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces the Blended Approach (BA), a novel framework for integrating accessibility information throughout UI framework documentation rather than confining it to a single dedicated accessibility page. The authors argue that the widespread industry practice of…

    developer education · documentation · accessibility awareness · UI frameworks · Flutter

  • Exploring Community-Driven Descriptions for Making Livestreams Accessible

    Daniel Killough, Amy Pavel · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates the feasibility of using livestream community members — sighted viewers who are domain experts in the content being streamed — to provide real-time descriptions that make livestreams accessible to viewers with visual impairments. Livestreams present…

    audio description · livestreaming · blind and low vision · crowdsourcing · video accessibility

  • "If I'm supposed to be the facilitator, I should be the host": Understanding the Accessibility of Videoconferencing for Blind and Low Vision Meeting Facilitators

    Taslima Akter, Yoonha Cha, Isabela Figueira, Stacy M. Branham, Anne Marie Piper · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates how blind and low vision (BLV) professionals facilitate meetings using videoconferencing tools like Zoom, Microsoft Teams, and Google Meet, and the unique accessibility challenges they face in leadership roles. While prior research has examined…

    blind and low vision · videoconferencing · remote work · screen readers · workplace accessibility

  • Tackling the Lack of a Practical Guide in Disability-Centered Research

    Emma J. McDonnell, Kelly Avery Mack, Kathrin Gerling, Katta Spiel, Cynthia L. Bennett, Robin N. Brewer, Rua Mae Williams, Garreth W. Tigwell · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This workshop paper proposes a structured effort to develop a practical guide for conducting disability-centered accessibility research. The authors — a team of eight researchers across multiple institutions, several of whom are disabled scholars — argue that while the HCI and…

    disability justice · research methods · participatory design · power dynamics · disability studies

  • The Sem-Lex Benchmark: Modeling ASL Signs and their Phonemes

    Lee Kezar, Jesse Thomason, Naomi Caselli, Zed Sehyr, Elana Pontecorvo · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces the Sem-Lex Benchmark, the largest curated dataset of its kind for American Sign Language (ASL) isolated sign recognition, containing over 84,000 videos of isolated sign productions from 41 deaf ASL signers. The dataset addresses two critical barriers in…

    sign language recognition · American Sign Language · machine learning · phonology · dataset

  • AdaptiveSound: An Interactive Feedback-Loop System to Improve Sound Recognition for Deaf and Hard of Hearing Users

    Hang Do, Quan Dang, Jeremy Zhengqi Huang, Dhruv Jain · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces AdaptiveSound, the first feedback-loop sound recognition system designed for deaf and hard of hearing (DHH) users. Sound recognition tools help DHH people become aware of environmental sounds ranging from safety-critical alerts like fire alarms and sirens…

    deaf and hard of hearing · sound recognition · human-in-the-loop · machine learning · incremental learning

  • Watch Your Language: Using Smartwatches to Support Communication

    Humphrey Curtis, Timothy Neate · 2023 · ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents the first participatory design and evaluation of AAC smartwatch applications co-designed directly with people who have complex communication needs (CCNs), specifically people living with aphasia — an acquired language impairment most commonly caused by stroke…

    augmentative and alternative communication · AAC · smartwatch · aphasia · wearable technology

  • An Autoethnographic Case Study of Generative Artificial Intelligence's Utility for Accessibility

    Kate S. Glazko, Momona Yamagami, Aashaka Desai, Kelly Avery Mack, Venkatesh Potluri, Xuhai Xu, Jennifer Mankoff · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents an autoethnographic case study in which seven accessibility researchers—both with and without disabilities—explored generative artificial intelligence (GAI) tools over a three-month period to assess their potential for supporting accessibility needs. The team…

    generative AI · accessibility · autoethnography · assistive technology · disability

  • What do Blind and Low-Vision People Really Want from Assistive Smart Devices? Comparison of the Literature with a Focus Study

    Bhanuka Gamage, Thanh-Toan Do, Nicholas Seow Chiang Price, Arthur Lowery, Kim Marriott · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper investigates whether the tasks and devices explored by researchers developing AI-based assistive smart devices actually align with what blind and low-vision (BLV) people want. The authors conducted a three-part study combining a scoping literature review with…

    blind and low vision · assistive technology · smart devices · computer vision · wearable technology

  • Experiments with RouteNav, A Wayfinding App for Blind Travelers in a Transit Hub

    Peng Ren, Jonathan Lam, Roberto Manduchi, Fatemeh Mirzaei · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents RouteNav, an iOS wayfinding app designed to help blind travelers navigate indoor/outdoor transit hubs without requiring any external infrastructure such as Bluetooth Low Energy (BLE) beacons or Wi-Fi fingerprinting. The system achieves localization by fusing…

    wayfinding · indoor navigation · blind and low vision · transit accessibility · mobile application

  • Experiences of Autistic Twitch Livestreamers: "I have made easily the most meaningful and impactful relationships"

    Terrance Mok, Anthony Tang, Adam McCrimmon, Lora Oehlberg · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents a reflexive thematic analysis of interviews with 10 autistic adult Twitch livestreamers, exploring how autism uniquely shapes their experiences as content creators on a live video platform. The researchers first conducted a formative observation phase,…

    autism · livestreaming · social accessibility · online communities · neurodiversity

  • Developing and Deploying a Real-World Solution for Accessible Slide Reading and Authoring for Blind Users

    Zhuohao Zhang, Gene S-H Kim, Jacob O. Wobbrock · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents A11yBoard for Google Slides, a multi-device multimodal system that makes presentation slide reading and authoring accessible to blind users. Presentation software like PowerPoint and Google Slides relies on 2-D "artboard" canvases where objects are placed in…

    screen reader accessibility · presentation software · blind and low vision · multimodal interaction · participatory design

  • Maintaining the Accessibility Ecosystem: a Multi-Stakeholder Analysis of Accessibility in Higher Education

    Kelly Avery Mack, Natasha A. Sidik, Aashaka Desai, Emma J. McDonnell, Kunal Mehta, Christina Zhang, Jennifer Mankoff · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This short paper examines how accessibility is created and maintained in higher education through the interactions of three key stakeholder groups: disabled students, professors, and disability service (DS) offices. The author team—comprising disabled students and faculty…

    higher education · accommodations · disability services · accessibility barriers · organizational accessibility

  • A Gallery In My Hand: A Multi-Exhibition Investigation of Accessible and Inclusive Gallery Experiences for Blind and Low Vision Visitors

    Matthew Butler, Erica J. Tandori, Vince Dziekan, Kirsten Ellis, Jenna Hall, Leona M. Holloway, Ruth G. Nagassa, Kim Marriott · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '23)

    This paper presents findings from a longitudinal collaboration between researchers and the Bendigo Art Gallery, a major Australian regional gallery, to develop accessible and inclusive experiences for blind and low-vision (BLV) visitors across two flagship exhibitions: Mary…

    museum accessibility · blind and low vision · tactile graphics · 3D printing · inclusive design