在信息可视化中的注释调查:实证研究,应用和挑战
IEEE transactions on visualization and computer graphics
|August 20, 2025
概括
这项调查分析了191篇关于信息可视化注释的论文. 它对注释类型,方法和应用进行了分类,以改善未来的可视化设计和研究.
科学领域:
- 信息可视化
- 人与计算机的交互
- 数据科学
背景情况:
- 在信息可视化中,注释对于引导用户注意力,澄清模式和帮助解释至关重要.
- 关于注释的现有研究在各种可视化环境和应用中分散.
研究的目的:
- 对经验研究,工具,技术和系统进行全面的调查,包括信息可视化中的注释.
- 根据它们的类型,生成方法和目标来描述注释.
- 检查注释在用户参与,讲故事,协作和探索性数据分析中的应用.
主要方法:
- 对191篇研究论文进行系统的文献审查.
- 标注特征的结构分析 (类型,生成,目标).
- 在四个主要应用领域对注释的使用进行分类.
主要成果:
- 识别了可视化系统中的各种注释类型,生成方法和目标元素.
- 在用户参与,讲故事,协作和探索性数据分析中记录了注释的普遍使用.
- 突出了该领域的关键趋势,实际挑战和未解决的研究问题.
结论:
- 这些发现为设计更有效的注释系统提供了基础知识.
- 这项工作通过确定可视化注释的关键领域和方向来推动未来的研究.
- 一个互动的网络资源可用于进一步探索调查的论文.
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