Article

Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception

Authors:

Enrico Bertini,

Giuseppe SantucciAuthors Info & Claims

IV '05: Proceedings of the Ninth International Conference on Information Visualisation

Pages 826 - 834

https://doi.org/10.1109/IV.2005.62

Published: 06 July 2005 Publication History

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Abstract

In this paper we present a novel, hybrid, and automatic strategy whose goal is to reduce the 2D scatter plot cluttering. The presented technique relies on a combination of non uniform sampling and pixel displacement and it is driven by perceptual results coming from a suitable user study. The same results are used to define precise quality metrics that allow for validating our approach.

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Radloff ALuboschik MSips MSchumann H(2011)Supporting display scalability by redundant mappingProceedings of the 7th international conference on Advances in visual computing - Volume Part I10.5555/2045110.2045163(472-483)Online publication date: 26-Sep-2011
https://dl.acm.org/doi/10.5555/2045110.2045163
Ellis GDix ACelentano A(2006)The plot, the clutter, the sampling and its lensProceedings of the working conference on Advanced visual interfaces10.1145/1133265.1133318(266-269)Online publication date: 23-May-2006
https://dl.acm.org/doi/10.1145/1133265.1133318
Ellis GDix A(2006)Enabling Automatic Clutter Reduction in Parallel Coordinate PlotsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2006.13812:5(717-724)Online publication date: 1-Sep-2006
https://dl.acm.org/doi/10.1109/TVCG.2006.138
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Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception

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Published In

IV '05: Proceedings of the Ninth International Conference on Information Visualisation

July 2005

890 pages

ISBN:0769523978

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IEEE Computer Society

United States

Publication History

Published: 06 July 2005

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Radloff ALuboschik MSips MSchumann H(2011)Supporting display scalability by redundant mappingProceedings of the 7th international conference on Advances in visual computing - Volume Part I10.5555/2045110.2045163(472-483)Online publication date: 26-Sep-2011
https://dl.acm.org/doi/10.5555/2045110.2045163
Ellis GDix ACelentano A(2006)The plot, the clutter, the sampling and its lensProceedings of the working conference on Advanced visual interfaces10.1145/1133265.1133318(266-269)Online publication date: 23-May-2006
https://dl.acm.org/doi/10.1145/1133265.1133318
Ellis GDix A(2006)Enabling Automatic Clutter Reduction in Parallel Coordinate PlotsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2006.13812:5(717-724)Online publication date: 1-Sep-2006
https://dl.acm.org/doi/10.1109/TVCG.2006.138
John CFish AHowse JTaylor J(2006)Exploring the notion of ‘clutter' in euler diagramsProceedings of the 4th international conference on Diagrammatic Representation and Inference10.1007/11783183_36(267-282)Online publication date: 28-Jun-2006
https://dl.acm.org/doi/10.1007/11783183_36

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Continuous Scatterplots

A Nested Hierarchy of Localized Scatterplots

Shape perception in 3-D scatterplots using constant visual angle glyphs

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