Improving 2D scatterplots effectiveness through sampling, displacement, and user perception

Enrico Bertini; Giuseppe Santucci

doi:10.1109/IV.2005.62

Improving 2D scatterplots effectiveness through sampling, displacement, and user perception

Enrico Bertini, Giuseppe Santucci

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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.

Original language	English (US)
Title of host publication	Proceedings - Ninth International Conference on Information Visualisation, iV05
Pages	826-834
Number of pages	9
DOIs	https://doi.org/10.1109/IV.2005.62
State	Published - 2005
Event	9th International Conference on Information Visualisation, iV05 - London, United Kingdom Duration: Jul 6 2005 → Jul 8 2005

Publication series

Name	Proceedings of the International Conference on Information Visualisation
Volume	2005
ISSN (Print)	1093-9547

Other

Other	9th International Conference on Information Visualisation, iV05
Country/Territory	United Kingdom
City	London
Period	7/6/05 → 7/8/05

ASJC Scopus subject areas

Software
Signal Processing
Computer Vision and Pattern Recognition

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10.1109/IV.2005.62

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Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. / Bertini, Enrico; Santucci, Giuseppe.
Proceedings - Ninth International Conference on Information Visualisation, iV05. 2005. p. 826-834 1509168 (Proceedings of the International Conference on Information Visualisation; Vol. 2005).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Bertini, E & Santucci, G 2005, Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. in Proceedings - Ninth International Conference on Information Visualisation, iV05., 1509168, Proceedings of the International Conference on Information Visualisation, vol. 2005, pp. 826-834, 9th International Conference on Information Visualisation, iV05, London, United Kingdom, 7/6/05. https://doi.org/10.1109/IV.2005.62

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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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T2 - 9th International Conference on Information Visualisation, iV05

Y2 - 6 July 2005 through 8 July 2005

ER -

Improving 2D scatterplots effectiveness through sampling, displacement, and user perception

Abstract

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ASJC Scopus subject areas

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