第1周

上课时间：2023/09/13 18:40-21:30

内容概要：可视化引论 数据抽象

课件

  • 可视化引论
  • 数据抽象

    • 慕课

    数据可视化，请观看第一章数据可视化引论和第二章数据抽象的内容

    可视化引论

    阅读

  • Robert Spence. 信息可视化：交互设计.
  • Tamara Munzner. What’s Vis, and Why Do It? in Visualization Analysis and Design. CRC Press, Boca Raton, Florida, USA, 2014. pp. 1-19.
  • Weimao Ke, Katy Börner and Lalitha Viswanath. Major Information Visualization Authors, Papers and Topics in the ACM Library.
  • A. Gandomi, M. Haider. Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management, 2015, 35, 137-144.
  • D. Sacha, H. Senaratne, B.C. Kwon, G. Ellis, D.A. Keim. The Role of Uncertainty, Awareness, and Trust in Visual Analytics. in IEEE Transactions on Visualization and Computer Graphics, (VAST2015)

    • 视频

  • Hans Rosling. 200 Countries, 200 Years, 4 Minutes - The Joy of Stats. 4:47. BBC Four, 2010.
  • A Network of Science: 150 Years of Nature Papers. 5:09. Nature, 2019.

    • 链接

    经典可视化案例
  • Dark matter distribution in Uchuu
  • Bible Cross-References

    • 数据抽象

    阅读

  • Can Liu, Cong Wu, Hanning Shao, and Xiaoru Yuan. SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets. IEEE Trans. Vis. Comput. Graph., 26(1): 790-799, 2020.
  • S. S. Stevens. On the Theory of Scales of Measurement. Science, 103(2684): 677-680, 1946.
  • Jock Mackinlay. Automating the design of graphical presentations of relational information ACM Transactions on Graphics, 5(2): 110-141, 1986.

    • 链接

  • 菜谱可视化
  • 2021年中国科学院院士增选初步候选人分布
  • Financial Visualizations
  • Minard绘制的Napoleon入侵俄国战争历程图