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第4周

上课时间：2022/09/28 15:10-17:00

内容概要：
技术：表格/高维数据可视化

课件

  • 表格可视化
  • 高维数据可视化

    • MOOC

  • 登录进入华文慕课“数据可视化”课程，观看第四章“表格/高维数据可视化”的相关视频。

    • 材料


    表格可视化


    阅读
  • W. S. Cleveland, The elements of graphing data. Wadsworth Publ. Co., 1985.
  • J. Heer and M. Agrawala, ‘Multi-scale banking to 45 degrees’, IEEE Transactions on Visualization and Computer Graphics, vol. 12, no. 5, pp. 701–708, 2006.
  • W. S. Cleveland, ‘Graphical methods for data presentation: Full scale breaks, dot charts, and multibased logging’, The American Statistician, vol. 38, no. 4, pp. 270–280, 1984.
  • Ramana Rao and Stuart K. Card. The table lens: merging graphical and symbolic representations in an interactive focus+context visualization for tabular information. Proceedings of the SIGCHI conference on Human factors in computing systems. ACM, 1994.
  • Chris Stolte, Diane Tang, and Pat Hanrahan. Polaris: A System for Query, Analysis, and Visualization of Multidimensional Relational Databases. IEEE Trans. Vis. Comput. Graph., 8(1): 52-65, 2002.
  • Samuel Gratzl, Alexander Lex, Nils Gehlenborg, Hanspeter Pfister, Marc Streit. LineUp: Visual Analysis of Multi-Attribute Rankings. IEEE Trans. Vis. Comput. Graph., 19(12): 2277--2286, 2013.

    • 视频
  • Exploring Large Tables with Table Lens. 09:31. Ramana Rao & Stuart Card, 1994.

    • 链接
  • Continuous Values and Baselines
  • U.S. CO2 emissions are on the decline
  • BRAIN VS BODY MASS FOR MAMMALS
  • 【错误示例】数说评论丨别再猜了!这才是新疆人口变化的真相!
  • Bertifier

    • 高维数据可视化


    阅读
  • Hans Rosling, Anna Rosling Rönnlund, Ola Rosling, ‘Factfulness: Ten Reasons We’re Wrong About the World-and Why Things Are Better Than You Think’, Flatiron Books, 2018.
  • N. Elmqvist and J.-D. Fekete, ‘Hierarchical aggregation for information visualization: Overview, techniques, and design guidelines’, IEEE transactions on visualization and computer graphics, vol. 16, no. 3, pp. 439–454, 2009.
  • R. Kosara, F. Bendix, and H. Hauser, ‘Parallel sets: Interactive exploration and visual analysis of categorical data’, IEEE transactions on visualization and computer graphics, vol. 12, no. 4, pp. 558–568, 2006.
  • J. H. Claessen and J. J. Van Wijk, ‘Flexible linked axes for multivariate data visualization’, IEEE Transactions on Visualization and Computer Graphics, vol. 17, no. 12, pp. 2310–2316, 2011.
  • C. Viau and M. J. McGuffin, ‘ConnectedCharts: explicit visualization of relationships between data graphics’, in Computer Graphics Forum, 2012, vol. 31, no. 3pt4, pp. 1285–1294.
  • G. Ellis and A. Dix, ‘Enabling automatic clutter reduction in parallel coordinate plots’, IEEE Transactions on Visualization and Computer Graphics, vol. 12, no. 5, pp. 717–724, 2006.
  • N. Gehlenborg and B. Wong, ‘Heat maps’, Nature Methods, vol. 9, no. 3, p. 213, 2012.
  • N. Gehlenborg and B. Wong, ‘Into the third dimension: three-dimensional visualizations are effective for spatial data but rarely for other data types’, Nature methods, vol. 9, no. 9, pp. 851–852, 2012.
  • A. Lex, M. Streit, E. Kruijff, and D. Schmalstieg, ‘Caleydo: Design and evaluation of a visual analysis framework for gene expression data in its biological context’, in 2010 IEEE Pacific Visualization Symposium (PacificVis), 2010, pp. 57–64.
  • J. Chuang, C. D. Manning, and J. Heer, ‘Termite: Visualization techniques for assessing textual topic models ’, in Proceedings of the international working conference on advanced visual interfaces, 2012, pp. 74–77.
  • X. Yuan, P. Guo, H. Xiao, H. Zhou, and H. Qu, ‘Scattering points in parallel coordinates’, IEEE Transactions on Visualization and Computer Graphics, vol. 15, no. 6, pp. 1001–1008, 2009.
  • C. Viau, M. J. McGuffin, Y. Chiricota, and I. Jurisica, ‘The FlowVizMenu and parallel scatterplot matrix: Hybrid multidimensional visualizations for network exploration’, IEEE transactions on visualization and computer graphics, vol. 16, no. 6, pp. 1100–1108, 2010.
  • X. Yuan, D. Ren, Z. Wang, and C. Guo, ‘Dimension projection matrix/tree: Interactive subspace visual exploration and analysis of high dimensional data’, IEEE Transactions on Visualization and Computer Graphics, vol. 19, no. 12, pp. 2625–2633, 2013.

    • 链接
  • Star Plot
  • Cubism.js
  • Visualization Assembly Line
  • Crossfilter