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arXiv 2010.04096cs.HC
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第1001章你明白了吗?了解可视化如何影响决策

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

Melanie Bancilhon, Alvitta Ottley

摘要:

当可视化研究人员评估可视化设计对决策的影响时,他们通常对决策背后的认知过程持一维观点。一些心理学和经济学研究人员已经证明,人们在做决定时,依赖于定量推理和基于直觉的直觉--这两个系统并行运作。在这份立场文件中,我们讨论了决策理论,并提供建议,以弥合可视化决策评估和心理学研究之间的差距。我们的目标是质疑我们知识的局限性,并倡导对可视化决策的更细致入微的理解。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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