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声音的不确定性:探索用于不确定性可视化的声音化(sonification)的情感维度

Sounds Uncertain: Exploring the Affective Aspects of Sonification for Uncertainty Visualization

Marcel-Simon Dutt, Sita A. Vriend, Elias Elmquist, Daniel Weiskopf

arXiv 2608.18680首次发表:更新:

发表机构

University of Stuttgart(斯图加特大学)

机构由 AI 辅助整理,请以论文原文为准。

AI 中文总结

该研究通过协同设计实验,探究声音化在不确定性可视化中的情感传递作用,发现不确定性对应不祥的波动听觉特质、中立性对应清晰放松的听觉特质,为相关可视化设计提供了依据。

AI 中文摘要

情感可视化可通过视觉设计嵌入并传递情绪,影响用户对数据的感知、解读与参与度。声音在媒体中被广泛用于唤起情绪,但声音化(sonification)在情感可视化中的作用尚不明确。本研究通过协同设计实验,探究声音化如何在不确定性可视化中传递情感:参与者创建了两种配套可视化的声音化,一种传递不确定性的情感成分,另一种传递中立性。结果显示,不确定性通常与带有不祥情绪的波动听觉特质相关,而中立性则与清晰、放松的听觉特质相关。这些结果为整合声音化以传递不确定性情感成分的可视化设计提供了见解。

英文摘要

Affective visualization can influence how users perceive, interpret, and engage with data by embedding and conveying emotion through visual design. While sound is widely used in media to evoke emotions, little is known about how sonification can support affective visualization. In this work, we investigate how sonification can communicate emotion in uncertainty visualizations through a co-design study. Participants created two sonifications to accompany a visualization: one conveying the affective component of uncertainty and one conveying neutrality. Our findings show that uncertainty was commonly associated with wavy auditory qualities related to an ominous sentiment. On the other hand, neutrality was associated with clear and relaxing auditory qualities. These results provide insights for the design of visualizations that integrate sonification to communicate the affective component of uncertainty.

CommentsAccepted to IEEE Workshop on Uncertainty Visualization

论文原文

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