论文标题

你有要点吗?了解可视化如何影响决策

Did You Get The Gist Of It? Understanding How Visualization Impacts Decision-Making

论文作者

Bancilhon, Melanie, Ottley, Alvitta

论文摘要

当可视化研究人员评估可视化设计对决策的影响时,他们通常对做出决定背后的认知过程具有一维的观点。一些心理和经济的研究人员表明,为了做出决策,人们依靠定量推理以及基于观点的直觉 - 两个并行运行的系统。在该职位论文中,我们讨论了决策理论,并提供了建议,以弥合可视化决策和心理学研究中决策之间的差距。目的是质疑我们知识的局限性,并通过可视化对决策进行更细微的理解。

As visualization researchers evaluate the impact of visualization design on decision-making, they often hold a one-dimensional perspective on the cognitive processes behind making a decision. Several psychological and economical researchers have shown that to make decisions, people rely on quantitative reasoning as well as gist-based intuition -- two systems that operate in parallel. In this position paper, we discuss decision theories and provide suggestions to bridge the gap between the evaluation of decision-making in visualization and psychology research. The goal is to question the limits of our knowledge and to advocate for a more nuanced understanding of decision-making with visualization.

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