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/人机交互/interactive visual explanation
论文进阶

interactive visual explanation

交互式可视化解释。一种以教学/解释为目的、结合交互操作与图形化展示的方法。与偏探索的分析型可视化相比,更强调引导用户理解特定概念。在 AI 可解释性、教育可视化、科学传播中使用广泛。

English Definition

"A combination of interactive elements and graphical representations designed specifically to explain, teach, or make complex concepts understandable, distinct from exploration-oriented visualizations."

用法说明 · 针对中文母语者

与 'interactive visualization' 的关键区别——前者偏教学/解释目的,后者偏探索/分析目的;常作为方法论标签出现在论文标题中。

常见错误

  • ·与 'interactive visualization' 完全等同——实际有目的差异
  • ·误译为'交互式可视化说明'——'说明'语气太弱,应为'解释'或'讲解'

真实用例 · 3

"Research from our HCI community has demonstrated the significant benefits of interactive visual explanations in empowering learners to more easily engage with and learn complex concepts"

论文Pipeline extracted — review needed·在引言中引用 HCI 社区的相关研究

"Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation"

论文Pipeline extracted — review needed·论文标题中的核心方法标签

"Design lessons derived from a user study on interactive visual explanation and experimentation"

论文Pipeline extracted — review needed·在贡献列表中作为研究主题
由 pipeline 自动采集,待人工 review