设计数据科学与可视化的无障碍课程:盲人教师向盲人学生讲授远程课程的挑战与机遇。

JooYoung Seo, Sile O'Modhrain, Yilin Xia, Sanchita Kamath, Bongshin Lee, James M Coughlan
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引用次数: 0

摘要

虽然近年来人们对盲人使用的可视化工具和技术越来越感兴趣,但很少有人关注为盲人量身定制的数据科学和可视化的学习机会和教学策略。前者关注的是数据可视化工具的可访问性和可用性问题,后者关注的是数据科学和可视化的概念和技能的可学习性。在本文中,我们提出了一种新颖的方法来教授数据科学和可视化的盲人学生在一个在线设置。在盲人教师的指导下,9名具有广泛专业背景的盲人学习者参加了为期两周的暑期课程。我们描述了课程设计、教学策略和学习成果。我们还讨论了向盲人学生教授数据科学和可视化的挑战和机遇。我们的工作为无障碍数据科学和可视化教育的知识体系的增长做出了贡献,并为盲人学生的在线课程设计提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Designing Born-Accessible Courses in Data Science and Visualization: Challenges and Opportunities of a Remote Curriculum Taught by Blind Instructors to Blind Students.

Designing Born-Accessible Courses in Data Science and Visualization: Challenges and Opportunities of a Remote Curriculum Taught by Blind Instructors to Blind Students.

While recent years have seen a growing interest in accessible visualization tools and techniques for blind people, little attention is paid to the learning opportunities and teaching strategies of data science and visualization tailored for blind individuals. Whereas the former focuses on the accessibility and usability issues of data visualization tools, the latter is concerned with the learnability of concepts and skills for data science and visualization. In this paper, we present novel approaches to teaching data science and visualization to blind students in an online setting. Taught by blind instructors, nine blind learners having a wide range of professional backgrounds participated in a two-week summer course. We describe the course design, teaching strategies, and learning outcomes. We also discuss the challenges and opportunities of teaching data science and visualization to blind students. Our work contributes to the growing body of knowledge on accessible data science and visualization education, and provides insights into the design of online courses for blind students.

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