论文标题

以不同的方式传递数据

Delivering data differently

论文作者

Sturdevant, Gwynn, Godfrey, A. Jonathan R., Gelman, Andrew

论文摘要

人类计算机的互动依赖于鼠标/触摸板,键盘和屏幕,但是最近已经开发了工具,它们可以一次吸引声音,气味,触摸,肌肉阻力,语音对话,平衡和多种感觉。这些改进将如何影响统计和数据科学实践?视力低下的人可能会更好地掌握和探索数据。更一般而言,开发的方法是为了使这一潜力使人们能够使用更多的感官并成为更好的分析师。我们想适应一些可用的计算机和感觉输入/输出技术来改变数据科学工作流程。这是对这种综合可能实现的目标的愿景。

Human-computer interaction relies on mouse/touchpad, keyboard, and screen, but tools have recently been developed that engage sound, smell, touch, muscular resistance, voice dialogue, balance, and multiple senses at once. How might these improvements impact upon the practice of statistics and data science? People with low vision may be better able to grasp and explore data. More generally, methods developed to enable this have the potential to allow sighted people to use more senses and become better analysts. We would like to adapt some of the wide range of available computer and sensory input/output technologies to transform data science workflows. Here is a vision of what this synthesis might accomplish.

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