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P2 Automated Repair of Size-Based Inaccessibility Issues in Mobile Applications

移动应用中基于尺寸的不可访问性问题的自动修复
ASE 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)2021匹配度 1/10 · 论文关注移动应用可访问性缺陷的自动修复,属于软件工程/程序修复方向,与用户画像中的 PL→AI、AI→PL、静态分析、浮点程序分析、贝叶斯程序分析及 LLM 交叉均无直接关联。引用 23 inbox
Ali S. Alotaibi, Paul T. Chiou, William G.J. Halfond
crossref: 2026-09-12

AI 速览

一句话:提出自动修复移动应用中基于尺寸的不可访问性问题的方法,实验修复99%问题并通过用户研究验证界面外观。

移动应用对许多人完成日常任务至关重要,但违反无障碍指南的应用会阻碍残障用户使用。基于尺寸的不可访问性是移动应用中的主要无障碍问题之一,尤其影响老年人和运动障碍用户,而现有技术难以帮助开发者解决这些问题。本文提出一种新的自动化方法,用于修复移动应用中的基于尺寸的不可访问性问题。实证评估表明,该方法能够成功解决99%的已报告问题,并且在针对修复后用户界面外观的用户研究中获得了较高的认可度。

问题
移动应用中的基于尺寸的不可访问性问题会严重妨碍老年人和运动障碍用户使用应用,现有无障碍相关技术难以有效帮助开发者修复这些问题。
方法
本文提出一种针对移动应用中基于尺寸的不可访问性问题的自动化修复方法。
评估
通过实证评估验证修复效果,结果显示方法成功解决了99%的已报告问题;并通过用户研究评估修复后用户界面外观,获得较高认可。
原文摘要(Abstract)

An increasing number of people are dependent on mobile devices to access data and complete essential tasks. For people with disabilities, mobile apps that violate accessibility guidelines can prevent them from carrying out these activities. Size-Based Inaccessibility is one of the top accessibility issues in mobile applications. These issues make apps difficult to use, especially for older people and people with motor disabilities. Existing accessibility related techniques are limited in terms of helping developers to resolve these issues. In this paper, we present our novel automated approach for repairing Size-Based Inaccessibility issues in mobile applications. Our empirical evaluation showed that our approach was able to successfully resolve 99% of the reported Size-Based Inaccessibility issues and received a high approval rating in a user study of the appearance of the repaired user interfaces.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot6530,
  title = {Automated Repair of Size-Based Inaccessibility Issues in Mobile Applications},
  author = {Ali S. Alotaibi and Paul T. Chiou and William G.J. Halfond},
  booktitle = {ASE},
  year = {2021},
  doi = {10.1109/ase51524.2021.9678625}
}