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Bundled visualization of dynamic graph and trail data


Hurter, Christophe; Ersoy, Ozan; Fabrikant, Sara I; Klein, Tijmen R; Telea, Alexandru C (2014). Bundled visualization of dynamic graph and trail data. IEEE Transactions on Visualization and Computer Graphics, 20(8):1141-1157.

Abstract

Depicting change captured by dynamic graphs and temporal paths, or trails, is hard. We present two techniques for simplified visualization of such datasets using edge bundles. The first technique uses an efficient image-based bundling method to create smoothly changing bundles from streaming graphs. The second technique adds edge-correspondence data atop of any static bundling algorithm, and is best suited for graph sequences. We show how these techniques can produce simplified visualizations of streaming and sequence graphs. Next, we show how several temporal attributes can be added atop of our dynamic graphs. We illustrate our techniques with datasets from aircraft monitoring, software engineering, and eye-tracking of static and dynamic scenes.

Abstract

Depicting change captured by dynamic graphs and temporal paths, or trails, is hard. We present two techniques for simplified visualization of such datasets using edge bundles. The first technique uses an efficient image-based bundling method to create smoothly changing bundles from streaming graphs. The second technique adds edge-correspondence data atop of any static bundling algorithm, and is best suited for graph sequences. We show how these techniques can produce simplified visualizations of streaming and sequence graphs. Next, we show how several temporal attributes can be added atop of our dynamic graphs. We illustrate our techniques with datasets from aircraft monitoring, software engineering, and eye-tracking of static and dynamic scenes.

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Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:07 Faculty of Science > Institute of Geography
Dewey Decimal Classification:910 Geography & travel
Language:English
Date:2014
Deposited On:10 Jan 2014 09:52
Last Modified:14 Feb 2018 20:56
Publisher:Institute of Electrical and Electronics Engineers
ISSN:1077-2626
Additional Information:© 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
OA Status:Green
Publisher DOI:https://doi.org/10.1109/TVCG.2013.246
Official URL:http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6636295&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A4359476%29

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