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
    Volume2005
    DOIs
    StatePublished - 2005
    Event9th International Conference on Information Visualisation, iV05 - London, United Kingdom
    Duration: Jul 6 2005Jul 8 2005

    Other

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

    Fingerprint

    Pixels
    Sampling

    ASJC Scopus subject areas

    • Computer Science(all)
    • Engineering(all)

    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 (Vol. 2005, pp. 826-834). [1509168] https://doi.org/10.1109/IV.2005.62

    Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. / Bertini, Enrico; Santucci, Giuseppe.

    Proceedings - Ninth International Conference on Information Visualisation, iV05. Vol. 2005 2005. p. 826-834 1509168.

    Research output: Chapter in Book/Report/Conference proceedingConference 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. vol. 2005, 1509168, pp. 826-834, 9th International Conference on Information Visualisation, iV05, London, United Kingdom, 7/6/05. https://doi.org/10.1109/IV.2005.62
    Bertini E, Santucci G. Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. In Proceedings - Ninth International Conference on Information Visualisation, iV05. Vol. 2005. 2005. p. 826-834. 1509168 https://doi.org/10.1109/IV.2005.62
    Bertini, Enrico ; Santucci, Giuseppe. / Improving 2D scatterplots effectiveness through sampling, displacement, and user perception. Proceedings - Ninth International Conference on Information Visualisation, iV05. Vol. 2005 2005. pp. 826-834
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