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Issue No.04 - July-Aug. (2012 vol.32)
pp: 55-62
Danyel Fisher , Microsoft Research
Steven M. Drucker , Microsoft Research
A. Christian König , Microsoft XCG
Large datasets can mean slow queries, for which users must wait. Incremental visualization systems can give faster results at a cost of accuracy. This article asked analysts to use one and report on their results. Their feedback provides suggestions for alternative visualizations to represent a query still in progress.
Data visualization, Visual analytics, Probability distribution, Games, Visual databases, Large-scale systems,probability distributions, Data visualization, Visual analytics, Probability distribution, Games, Visual databases, Large-scale systems, box plots, Data visualization, Aggregates, Bars, Probability distribution, Games, Visual databases, computer graphics, information visualization, incremental visualization
Danyel Fisher, Steven M. Drucker, A. Christian König, "Exploratory Visualization Involving Incremental, Approximate Database Queries and Uncertainty", IEEE Computer Graphics and Applications, vol.32, no. 4, pp. 55-62, July-Aug. 2012, doi:10.1109/MCG.2012.48
1. D. Fisher et al., "Trust Me, I'm Partially Right: Incremental Visualization Lets Analysts Explore Large Datasets Faster," to be published in Proc. ACM Conf. Human Factors in Computing Systems (CHI 2012), ACM, 2012.
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3. C. Olston and J. Mackinlay, "Visualizing Data with Bounded Uncertainty," Proc. IEEE Symp. Information Visualization, IEEE, 2002, pp. 37–40.
4. D. Fisher, "Incremental, Approximate Database Queries and Uncertainty for Exploratory Visualization," Proc. IEEE Symp. Large-Scale Data Analysis and Visualization (LDAV 11), IEEE, 2011, pp. 73–80.
5. A. Streit, B. Pham, and R. Brown, "A Spreadsheet Approach to Facilitate Visualization of Uncertainty in Information," IEEE Trans. Visualization and Computer Graphics, vol. 14, no. 1, 2008, pp. 61–72.
6. C.H. Jackson, "Statistical Computing and Graphics: Displaying Uncertainty with Shading," Am. Statistician, vol. 62, no. 4, 2008; doi:10.1198000313008X370843.
7. W.W. Esty and J.D. Banfield, "The Box-Percentile Plot," J. Statistical Software, vol. 8, no. 17, 2003, pp. 1–14.
8. S.-H. Kim and B.L. Nelson, "Selecting the Best System: Theory and Methods," Proc. 2003 Winter Simulation Conf., vol. 1, IEEE, 2003, pp. 101–112.
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