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This chapter provides a brief review of background literature on process models that are relevant in visual data analysis, including ML, visualization, and human decision-making. These process models suggest frameworks for enumerating and thinking about where and how bias may be introduced in these processes.

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Process Models in Visual Data Analysis

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2026年

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  • Emily Wall

摘要

This chapter provides a brief review of background literature on process models that are relevant in visual data analysis, including ML, visualization, and human decision-making. These process models suggest frameworks for enumerating and thinking about where and how bias may be introduced in these processes.