Literature Reviews

Reviewed research papers, articles, and publications relevant to digital accessibility.

• Active Learning for Web Accessibility Evaluation

  Mengni Zhang, Can Wang, Zhi Yu, Chao Shen, Jiajun Bu (2017) — Proceedings of the 14th International Web for All Conference (W4A)

  This paper introduces "active-prediction," a semi-supervised machine learning method that addresses a fundamental bottleneck in web accessibility evaluation: the prohibitive cost of evaluating all pages in a large website. Current practice relies on …

  • accessibility evaluation
  • machine learning
  • active learning
  • web accessibility
  • automated testing
  • sampling methods
  • accessibility metrics
  • SVM
  • semi-supervised learning
  • WCAG compliance
  • China
  • large-scale evaluation