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Issue No.04 - July/August (2005 vol.25)
pp: 12-16
Chaomei Chen , Drexel University
The author presents a revised and extended version of the top unsolved problems of information visualization that he outlined in an IEEE Visualization 2004 panel. These problems are not necessarily imposed by technical barriers; rather, they are problems that might hinder the growth of information visualization as a field. The first three problems highlight issues from a user-centered perspective. The fifth, sixth, and seventh problems are technical challenges in nature. The last three are the ones that need tackling at the disciplinary level.
visualization problems, usability issues, education
Chaomei Chen, "Top 10 Unsolved Information Visualization Problems", IEEE Computer Graphics and Applications, vol.25, no. 4, pp. 12-16, July/August 2005, doi:10.1109/MCG.2005.91
1. T.-M. Rhyne et al., "Can We Determine the Top Unresolved Problems of Visualization?" Proc. IEEE Visualization, IEEE Press, 2004, pp. 563-566.
2. C. Chen and M. Czerwinski, "Empirical Evaluation of Information Visualization: An Introduction," Int'l J. Human–Computer Studies, vol. 53, no. 5, 2000, pp. 631-635.
3. C. Chen, Information Visualization: Beyond the Horizon, 2nd ed., Springer, 2004.
4. C. Chen, "Searching for Intellectual Turning Points: Progressive Knowledge Domain Visualization," Proc. Nat'l Academy of Sciences of the United States (PNAS), vol. 101, suppl. 1, 2004, pp. 5303-5310.
5. W.S. Cleveland and M. Robert, "Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods," J. Am. Statistical Assoc., vol. 79, no. 387, 1984, pp. 531-553.
6. A. Treisman, "Preattentive Processing in Vision," Computer Vision, Graphics and Image Processing, vol. 31, no. 2, 1985, pp. 156-177.
7. C. Ware, Information Visualization: Perception for Design, 2nd ed., Morgan Kaufmann, 2004.
8. C.M. Bishop and M.E. Tipping, "A Hierarchical Latent Variable Model for Data Visualization," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 3, 1998, pp. 281-293.
9. G. McLachlan and D. Peel, Finite Mixture Models, John Wiley & Sons, 2000.
10. D. Harel and Y. Koren, "A Fast Multiscale Method for Drawing Large Graphs," Proc. 8th Int'l Symp. Graph Drawing, 2000, pp. 183-196.
11. P.C. Wong et al., "Dynamic Visualization of Transient Data Streams," Proc. IEEE Symp. Information Visualization, IEEE CS Press, 2003, pp. 97-104.
12. E.R. Tufte, Visual Explanations, Graphics Press, 1997.
13. C. Chen et al., "Visualizing the Evolution of HCI," Proc. Human–Computer Interaction, Springer, 2005.
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