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

London, England July 06-July 08

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http://doi.ieeecomputersociety.org/10.1109/IV.2005.62

Ninth International Conference on Inf ...

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	Enrico Bertini, Giuseppe Santucci, "Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception," Information Visualisation, International Conference on, pp. 826-834, Ninth International Conference on Information Visualisation (IV'05), 2005.

	BibTex	x
	@article{ 10.1109/IV.2005.62, author = {Enrico Bertini and Giuseppe Santucci}, title = {Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception}, journal ={Information Visualisation, International Conference on}, volume = {0}, year = {2005}, issn = {1550-6037}, pages = {826-834}, doi = {http://doi.ieeecomputersociety.org/10.1109/IV.2005.62}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Information Visualisation, International Conference on TI - Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception SN - 1550-6037 SP826 EP834 A1 - Enrico Bertini, A1 - Giuseppe Santucci, PY - 2005 KW - null VL - 0 JA - Information Visualisation, International Conference on ER -

Enrico Bertini, Università di Roma "La Sapienza"

Giuseppe Santucci, Università di Roma "La Sapienza"

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.

Citation:

Enrico Bertini, Giuseppe Santucci, "Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception," iv, pp.826-834, Ninth International Conference on Information Visualisation (IV'05), 2005

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