应用可视化分析经济决策

Anya Samak, Ross Maciejewski, D. Ebert
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引用次数: 55

摘要

本文介绍了可视化分析技术作为一种改进经济决策的新方法的应用。特别是,我们关注两个已知的问题,即受试者的行为总是偏离最优,赢家诅咒和输家诅咒。经济学家认为,在赢家和输家诅咒中,被试都无法识别利润最大化决策策略,因为他们无法正确考虑所有可用的信息。因此,我们创建了一个可视化分析工具,以帮助受试者在许多经济实验中常见的收购公司框架下做出决策。我们通过一系列比较标准可视化方法和交互式可视化分析技术的用户研究,展示了可视化分析在决策过程中的附加价值。我们的工作不仅为经济视觉分析研究的发展和评估提供了基础,而且还提供了实证证据,证明了将视觉分析应用于一般决策任务的附加价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applied visual analytics for economic decision-making
This paper introduces the application of visual analytics techniques as a novel approach for improving economic decision making. Particularly, we focus on two known problems where subjectspsila behavior consistently deviates from the optimal, the Winnerpsilas and Loserpsilas Curse. According to economists, subjects fail to recognize the profit-maximizing decision strategy in both the Winnerpsilas and Loserpsilas curse because they are unable to properly consider all the available information. As such, we have created a visual analytics tool to aid subjects in decision making under the Acquiring a Company framework common in many economic experiments. We demonstrate the added value of visual analytics in the decision making process through a series of user studies comparing standard visualization methods with interactive visual analytics techniques. Our work presents not only a basis for development and evaluation of economic visual analytic research, but also empirical evidence demonstrating the added value of applying visual analytics to general decision making tasks.
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