Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization

被引:1
|
作者
Kim, Hyeok [1 ]
Rossi, Ryan [2 ]
Hullman, Jessica [1 ]
Hoffswell, Jane [2 ]
机构
[1] Northwestern Univ, Skokie, IL 60208 USA
[2] Adobe Res, Washington, DC USA
关键词
Visualization; responsive visualization; mixed-initiative authoring;
D O I
10.1109/TVCG.2023.3326583
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Designing responsive visualizations for various screen types can be tedious as authors must manage multiple chart versions across design iterations. Automated approaches for responsive visualization must take into account the user's need for agency in exploring possible design ideas and applying customizations based on their own goals. We design and implement Dupo, a mixedinitiative approach to creating responsive visualizations that combines the agency afforded by a manual interface with automation provided by a recommender system. Given an initial design, users can browse automated design suggestions for a different screen type and make edits to a chosen design, thereby supporting quick prototyping and customizability. Dupo employs a two-step recommender pipeline that first suggests significant design changes (Exploration) followed by more subtle changes (Alteration). We evaluated Dupo with six expert responsive visualization authors. While creating responsive versions of a source design in Dupo, participants could reason about different design suggestions without having to manually prototype them, and thus avoid prematurely fixating on a particular design. This process led participants to create designs that they were satisfied with but which they had previously overlooked.
引用
收藏
页码:934 / 943
页数:10
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