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    Visualizing Event Sequences as Oscillating Streams

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    Date
    2019
    Author
    Weaver, Chris
    Etemadpour, Ronak
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    Abstract
    In this paper, we introduce a new method to visually represent sequence structure in data. Like other methods for visualizing temporal or ordinal data, the representation directly maps absolute time or relative ordering of events from left to right horizontally. Unlike other methods, it also accumulates subsequences of events into streams that oscillate up and down vertically. By interactively adjusting the number of steps between vertical reversals, one can rapidly switch perspectives to show variation in event densities over time (one step), overall patterns of event accumulation (all steps), or short-range patterns of event accumulation (in between). In between, the representation reverses stream direction every N steps, accentuating variations in event accumulation while at the same time preserving visual continuity. We present a user study that compares the stream representation to Dotplots. The study validates the readability of the representation for effective visualization of sequence information in text data. It also shows how pairing stream and Dotplot views outperforms both of them individually for some analysis tasks.
    BibTeX
    @inproceedings {10.2312:eurova.20191127,
    booktitle = {EuroVis Workshop on Visual Analytics (EuroVA)},
    editor = {Landesberger, Tatiana von and Turkay, Cagatay},
    title = {{Visualizing Event Sequences as Oscillating Streams}},
    author = {Weaver, Chris and Etemadpour, Ronak},
    year = {2019},
    publisher = {The Eurographics Association},
    ISBN = {978-3-03868-087-1},
    DOI = {10.2312/eurova.20191127}
    }
    URI
    https://doi.org/10.2312/eurova.20191127
    https://diglib.eg.org:443/handle/10.2312/eurova20191127
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    Eurographics Association copyright © 2013 - 2023 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA