TopicLens : Efficient Multi-Level Visual Topic Exploration of Large-Scale Document Collections

Topic modeling, which reveals underlying topics of a document corpus, has been actively adopted in visual analytics for large-scale document collections. However, due to its significant processing time and non-interactive nature, topic modeling has so far not been tightly integrated into a visual an...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 23(2017), 1 vom: 03. Jan., Seite 151-160
1. Verfasser: Kim, Minjeong (VerfasserIn)
Weitere Verfasser: Kang, Kyeongpil, Park, Deokgun, Choo, Jaegul, Elmqvist, Niklas
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't