DesignLex
/视觉设计/uncertainty visualization
论文专业

uncertainty visualization

不确定性可视化,明确呈现数据中不确定性、概率或置信度的可视化技术,帮助用户在信息不完整或模糊情境下进行推理与决策。

English Definition

"Visualization techniques that explicitly represent uncertainty, probability, or confidence in data, helping users reason and decide under incomplete or ambiguous information."

用法说明 · 针对中文母语者

HCI 中常配合 Bayesian 方法、概率估计、置信区间一起出现;是 explainable AI / decision support 设计的核心模式。

常见错误

  • ·中文常误译为「不确定性显示」,丢失 visualization 的设计/视觉含义
  • ·和 error bar(误差条)混淆——uncertainty viz 是更广义的概念

真实用例 · 3

"we introduce a novel uncertainty-based visualization driven by Bayesian estimation of agreement probability"

论文Pipeline extracted — review needed·介绍本文核心系统所采用的不确定性可视化方法

"We developed a Decision Support tool that visualizes uncertainty about the opponent's acceptable zones"

论文Pipeline extracted — review needed·解释工具的具体作用

"Design of a Decision Support tool: Our interface presents a reusable design pattern for cognitive offloading by visualizing uncertainty in two ways: a heat-map showing where to find agreement and a progress bar showing convergence over time"

论文Pipeline extracted — review needed·在贡献总结中作为可复用的设计模式
由 pipeline 自动采集,待人工 review