@inproceedings{3c03b3f3078245eca291bd35f29044ba,
title = "Reducing InfoVis cluttering through non uniform sampling, displacement, and user perception",
abstract = "Clutter affects almost any kind of visual technique and can obscure the structure present in the data even in small datasets, making it hard for users to find patterns and reveal relationships. In this paper we present a general strategy to analyze and reduce clutter using a special kind of sampling, together with an ad-hoc displacement technique and perceptual issues collected through a user study. The method, defined for 2D scatter plots, is flexible enough to be used in quite different contexts. In particular, in this paper we prove its usefulness against scatter plot, radviz, and parallel coordinates visualizations.",
keywords = "Data sampling, Quality metrics, User study, Visual clutter",
author = "Enrico Bertini and Luigi Dell'Aquila and Giuseppe Santucci",
note = "Copyright: Copyright 2008 Elsevier B.V., All rights reserved.; Visualization and Data Analysis 2006 ; Conference date: 16-01-2006 Through 17-01-2006",
year = "2006",
doi = "10.1117/12.642748",
language = "English (US)",
isbn = "0819461008",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
booktitle = "Visualization and Data Analysis 2006 - Proceedings of SPIE-IS and T Electronic Imaging",
}