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视觉感知中的边际效应递减现象

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边际效应递减法则是经济学基本理论,在管理、环境、教育等很多领域都实证了该法则的存在性。文中通过实验验证视觉感知中是否存在边际效应递减现象。首先选取随机生成的散点图作为实验数据,选取散点图相关性作为感知对象,招募参与者并设计了实验流程;然后让参与者根据视觉感知估计散点图相关系数大小,并记录参与者在多次测试中的感知偏差和完成时间等量化指标;最后用基数效应理论计算散点图相关性视觉感知偏差的总效应曲线和边际效应曲线,并选取边际效应作为评价指标。实验结果表明,参与者在实验中出现了边际效应递减现象,即随着测试次数的增加,参与者相关性视觉感知偏差的减小幅度呈现降低趋势;同时,参与者容易低估相关性,有可视化专业知识的参与者和其他参与者在感知偏差与完成时间上不存在显著性差异。
Evaluating Diminishing Marginal Utility in Visual Perception
The law of diminishing marginal utility is one of fundamental theorems of economics.It reveals a phenomenon that the marginal utility tends to diminish when people continually consume one same commod-ity.The law has been confirmed to exist in varied fields,while no previous research has investigated its exis-tence in visual perception.In this study,we conduct a controlled experiment to investigate the existence of di-minishing marginal utility in visual perception.We recruit participants to estimate the correlations of a set of scatterplots by visual perception.We record the perception bias and completion time of each trial,and then apply the cardinal utility theory to quantitatively analyze the marginal utility occurred in the experiment.The results confirm that the law of diminishing marginal utility exists in the correlation perception of scatterplots;the par-ticipants tend to underestimate scatterplot correlation;no significant difference exists between the participants majored in visualization and other professional backgrounds in terms of perception bias and completion time.

diminishing marginal utilityvisual perceptionscatterplotcorrelation

周芳芳、盛宇轩、唐健恒、赵颖、赵健、魏水润、申冉冉、胡可、许丽瑄

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中南大学计算机学院 长沙 410083

School of Computer Science,University of Waterloo,Waterloo Ontario N2L 3G1 Canada

边际效应递减 视觉感知 散点图 相关性

国家自然科学基金国家自然科学基金湖南省自然科学基金

62072470622724802021JJ30881

2024

计算机辅助设计与图形学学报
中国计算机学会

计算机辅助设计与图形学学报

CSTPCD北大核心
影响因子:0.892
ISSN:1003-9775
年,卷(期):2024.36(8)
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