What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships

التفاصيل البيبلوغرافية
العنوان: What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships
المؤلفون: Guo, Grace, Stasko, John, Endert, Alex
سنة النشر: 2024
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Human-Computer Interaction
الوصف: Visual augmentations are commonly added to charts and graphs in order to convey richer and more nuanced information about relationships in the data. However, many design spaces proposed for categorizing augmentations were defined in a top-down manner, based on expert heuristics or from surveys of published visualizations. Less well understood are user preferences and intuitions when designing augmentations. In this paper, we address the gap by conducting a design elicitation study, where study participants were asked to draw the different ways they would visually express the meaning of ten different prompts. We obtained 364 drawings from the study, and identified the emergent categories of augmentations used by participants. The contributions of this paper are: (i) a user-defined design space of visualization augmentations, (ii) a repository of hand drawn augmentations made by study participants, and (iii) a discussion of insights into participant considerations, and connections between our study and existing design guidelines.
Comment: 6 pages, 9 figures, 2 tables, ACM AVI 2024
نوع الوثيقة: Working Paper
DOI: 10.1145/3656650.3656666
URL الوصول: http://arxiv.org/abs/2404.12952
رقم الأكسشن: edsarx.2404.12952
قاعدة البيانات: arXiv