Title :
Real-Time Visualization of Streaming Text with a Force-Based Dynamic System
Author :
Alsakran, J. ; Yang Chen ; Dongning Luo ; Ye Zhao ; Jing Yang ; Wenwen Dou ; Shixia Liu
Abstract :
Streamit lets users explore visualizations of text streams without prior knowledge of the data. It incorporates incoming documents from a continuous source into an existing visualization context with automatic grouping and separation based on document similarities. A powerful user interface allows in-depth data analysis.
Keywords :
data analysis; data visualisation; text analysis; user interfaces; Streamit; data analysis; document similarity; force-based dynamic system; realtime visualization; streaming text visualization; user interface; visualization context; Data visualization; Documentation; Heuristic algorithms; Indexes; Information analysis; Keyword search; Ontologies; Text mining; GPU acceleration; Streamit; computer graphics; data analysis; document analysis; dynamic keyword importance; force-directed model; keyword importance; text analysis; visual analytics;
Journal_Title :
Computer Graphics and Applications, IEEE
DOI :
10.1109/MCG.2011.91
