Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
4 results found tagged SVM.
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Design and Evaluation of Classifier for Identifying Sign Language Videos in Video Sharing Sites
This paper presents the design and evaluation of a video classifier that automatically distinguishes sign language (SL) videos from non-sign-language videos on video sharing sites like YouTube. Currently, deaf and hard-of-hearing users must rely on t…
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Identifying Sign Language Videos in Video Sharing Sites
This paper addresses the challenge of finding sign language videos within general video sharing platforms like YouTube. While these platforms contain growing libraries of sign language content created by deaf community members, locating this content …
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WAEM: A Web Accessibility Evaluation Metric Based on Partial User Experience Order
This paper introduces WAEM (Web Accessibility Experience Metric), a novel accessibility metric that derives checkpoint weights from actual user experience data rather than from WCAG priority levels. The authors demonstrate that existing metrics like …
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Active Learning for Web Accessibility Evaluation
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 …