The use of visual analytics tools has gained popularity in various domains, helping users discover meaningful information from complex and large data sets. Users often face difficulty in disseminating the knowledge discovered without clear recall of their exploration paths and analysis processes. We introduce a visual analysis tool that allows analysts to record reusable and guided analytics from their interaction logs. To capture the analysis process, we use a decision tree whose node embeds visualizations and guide to define a visual analysis task. The tool enables analysts to formalize analysis strategies, build best practices, and guide novices through systematic workflows.
翻译:视觉分析工具的使用在各个领域越来越受欢迎,帮助用户从复杂和大型的数据集中发现有意义的信息。用户在传播所发现的知识时往往在没有明确回忆其探索路径和分析过程方面遇到困难。我们引入了一个视觉分析工具,使分析师能够从互动日志中记录可重复使用的信息并指导分析过程。为了捕捉分析过程,我们使用一个决策树,其节点嵌了可视化信息,并提供指导来定义视觉分析任务。该工具使分析师能够正式确定分析战略,建立最佳做法,并通过系统的工作流程指导新手。