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从需求到解决方案:在视觉分析中揭示问题驱动的设计模式

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    科学领域:

    • 信息可视化 信息可视化
    • 人与计算机的交互
    • 视觉分析 视觉分析 视觉分析

    背景情况:

    • 视觉分析 (VA) 研究通常在要求收集和解决方案选择方面面临挑战.
    • 缺乏共同的解决问题的知识可能会导致VA研究的不理想结果.

    研究的目的:

    • 实证地研究VA研究,并绘制需求和解决方案之间的关系.
    • 解决最初考虑空间中缺乏指导的问题,并增强共享的问题解决知识.

    主要方法:

    • 分析了220篇视觉分析论文,以完善数据,要求和解决方案的拓.
    • 使用知识图的需求-数据-解决方案连接的概念化.
    • 通过解决方案路径封装解决问题的知识.

    主要成果:

    • 在VA中对数据,要求和解决方案的精细拓.
    • 通过综合解决方案路径识别问题驱动的设计模式的子集.
    • 在VA研究中证明知识图和解决方案路径的有效性.

    结论:

    • 通过设计模式将解决问题的知识外部化,可以简化解决方案的空间探索.
    • 拟议的方法有助于将有效的解决方案纳入VA研究.
    • 建立了VA研究人员和读者的共同设计决策的基准.