ArchiText: Interactive Hierarchical Topic Modeling

Human-in-the-loop topic modeling allows users to explore and steer the process to produce better quality topics that align with their needs. When integrated into visual analytic systems, many existing automated topic modeling algorithms are given interactive parameters to allow users to tune or adju...

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Bibliographic Details

Published in:	IEEE transactions on visualization and computer graphics Vol. 27; no. 9; pp. 3644 - 3655
Main Authors:	Kim, Hannah, Drake, Barry, Endert, Alex, Park, Haesun
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.09.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Analytical models Computational modeling Context modeling Data mining Data models Data visualization hierarchical topics Interactive systems nonnegative matrix factorization Systems analysis Task analysis Text analytics topic modeling Visual analytics
ISSN:	1077-2626, 1941-0506, 1941-0506
Online Access:	Get full text
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