论文标题
可视化实证研究中的巨大可变空间 - 挑战和可视化心理学的机会
The Huge Variable Space in Empirical Studies for Visualization -- A Challenge as well as an opportunity for Visualization Psychology
论文作者
论文摘要
在过去的五年中,每个人都会在可视化期刊和会议中出现了几十个经验研究。现有的经验研究已经有大量变量。还有更多的变量有待研究。尽管经验研究使我们能够通过观察和分析用户体验获得有关可视化过程的知识和见解,但对于在当前速度探索如此巨大的可变空间似乎是一个巨大的挑战。在该立场论文中,我们讨论了无法有效有效地探索这个空间的含义,并提出了解决这一挑战的手段。
In each of the last five years, a few dozen empirical studies appeared in visualization journals and conferences. The existing empirical studies have already featured a large number of variables. There are many more variables yet to be studied. While empirical studies enable us to obtain knowledge and insight about visualization processes through observation and analysis of user experience, it seems to be a stupendous challenge for exploring such a huge variable space at the current pace. In this position paper, we discuss the implication of not being able to explore this space effectively and efficiently, and propose means for addressing this challenge.