When headers are not there: design and user evaluation of an automatic topicalisation and labelling tool to aid the exploration of web documents by blind users

Jorge Sassaki Resende Silva, A. P. Freire, P. C. F. Cardoso
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引用次数: 2

Abstract

Using headers to grasp a document's structure has been one of the main strategies employed by blind users on web documents when using screen readers. However, when headers are not available or not appropriately marked up, they can cause serious difficulties. This paper presents the design and evaluation of a tool for automatically generating headers for screen readers with topicalisation and labelling algorithms. The proposed tool uses Natural Language Processing techniques to divide a web document into topic segments and label each segment based on its content. We conducted an initial user study with eight blind and partially-sighted screen reader users. The evaluation involved tasks with questions answered by participants with information from texts with and without automatically generated headers. Results provided preliminary indicators of improvement in performance and reduction of cognitive load. The findings contribute to knowledge to improve tools to aid in text exploration. It also provides initial empirical evidence to be further explored to analyze the impact of automatically-generated headings in improving performance and reducing cognitive load for blind users.
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当标题不存在时:设计和用户评估自动主题化和标签工具,以帮助盲人用户探索网络文档
使用标题来掌握文档的结构一直是盲人用户在使用屏幕阅读器时使用web文档的主要策略之一。但是,当标头不可用或没有适当标记时,它们可能会导致严重的困难。本文介绍了一个工具的设计和评估,用于自动生成标题与主题化和标签算法的屏幕阅读器。该工具使用自然语言处理技术将web文档划分为主题片段,并根据其内容标记每个片段。我们对8名盲人和弱视屏幕阅读器用户进行了初步的用户研究。评估包括由参与者回答问题的任务,这些问题的信息来自有或没有自动生成标题的文本。结果提供了性能改善和认知负荷减少的初步指标。这些发现有助于提高文本探索工具的知识。这也提供了初步的经验证据,以进一步探讨自动生成标题在提高盲人用户的表现和减少认知负荷方面的影响。
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