Using D3 to Visualize Lexical Link Analysis (LLA) and ADS-B Data
Abstract
The objective of this research is to create effective visualization tools to display Big Data, meaning data incomprehensible to the mind in raw form, in order to extract high-value information from Deep Analytics. This paper examines visualizations tested on Lexical Link Analysis (LLA) and Automatic Dependent Surveillance-Broadcast (ADS-B) data sets.One challenge that shaped this project is satisfying users’needs for Smart Data because the definition of high-value information varies by user and by data set. To address this challenge, a variety of tools and visualization strategies were implemented for the same data set to analyze the strengths and weaknesses of each design. These visualizations were created with D3.js, a JavaScript visualization library. The preliminary finding of this research is that force-directed visualizations are currently the best visualization for LLA results.
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The article of record as published may be found at http://www.aaai.org/ocs/index.php/FSS/FSS17/paper/viewFile/16008/15314
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