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

Enrico Bertini, Giuseppe Santucci

    Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish (US)
    Title of host publicationProceedings - Ninth International Conference on Information Visualisation, iV05
    Pages826-834
    Number of pages9
    DOIs
    StatePublished - 2005
    Event9th International Conference on Information Visualisation, iV05 - London, United Kingdom
    Duration: Jul 6 2005Jul 8 2005

    Publication series

    NameProceedings of the International Conference on Information Visualisation
    Volume2005
    ISSN (Print)1093-9547

    Other

    Other9th International Conference on Information Visualisation, iV05
    CountryUnited Kingdom
    CityLondon
    Period7/6/057/8/05

    ASJC Scopus subject areas

    • Software
    • Signal Processing
    • Computer Vision and Pattern Recognition

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  • Cite this

    Bertini, E., & Santucci, G. (2005). Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. In Proceedings - Ninth International Conference on Information Visualisation, iV05 (pp. 826-834). [1509168] (Proceedings of the International Conference on Information Visualisation; Vol. 2005). https://doi.org/10.1109/IV.2005.62