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Proceedings Paper

Reactive data visualizations
Author(s): Curran Kelleher; Haim Levkowitz
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Paper Abstract

Managing complex data flows and update patterns is one of the most difficult challenges in interactive data visualization. For example, constructing interactive visualizations with multiple linked views can be a daunting task. Functional reactive programming provides approaches for declaratively specifying data dependency graphs and maintaining them automatically. We argue that functional reactive programming is an appropriate and effective abstraction for interactive data visualization. We demonstrate the effectiveness of our proposed approach in several visualization examples including multiple linked views. We also provide a catalog of reusable reactive visualization components.

Paper Details

Date Published: 8 February 2015
PDF: 7 pages
Proc. SPIE 9397, Visualization and Data Analysis 2015, 93970N (8 February 2015); doi: 10.1117/12.2078301
Show Author Affiliations
Curran Kelleher, Univ. of Massachusetts Lowell (United States)
Haim Levkowitz, Univ. of Massachusetts Lowell (United States)


Published in SPIE Proceedings Vol. 9397:
Visualization and Data Analysis 2015
David L. Kao; Ming C. Hao; Mark A. Livingston; Thomas Wischgoll, Editor(s)

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