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ThemeRiver: visualizing theme changes over time

S. Havre, B. Hetzler, L. Nowell
IEEE Symposium on Information Visualization 2000. INFOVIS 2000. Proceedings  
ThemeRiver™ is a prototype system that visualizes thematic variations over time within a large collection of documents.  ...  The "river" flows from left to right through time, changing width to depict changes in thematic strength of temporally associated documents.  ...  Acknowledgments We gratefully acknowledge the contributions of our colleagues at Battelle to the development and testing of the ThemeRiver visualization.  ... 
doi:10.1109/infvis.2000.885098 dblp:conf/infovis/HavreHN00 fatcat:hzik755wxzayffo6ibztc2jc34

ThemeRiver: visualizing thematic changes in large document collections

S. Havre, E. Hetzler, P. Whitney, L. Nowell
2002 IEEE Transactions on Visualization and Computer Graphics  
AbstractÐThe ThemeRiver visualization depicts thematic variations over time within a large collection of documents.  ...  The thematic changes are shown in the context of a time line and corresponding external events.  ...  ACKNOWLEDGMENTS The authors gratefully acknowledge the contributions of our colleagues at Battelle for the development and testing of the ThemeRiver prototype.  ... 
doi:10.1109/2945.981848 fatcat:drkcmvrkezdapn24xomrfyq27q

Integrating time-series visualizations within parallel coordinates for exploratory analysis of incident databases

Michael Butkiewicz, Thomas Butkiewicz, William Ribarsky, Remco Chang, William J. Tolone, William Ribarsky
2009 Visual Analytics for Homeland Defense and Security  
30 years, for identifying trends of relationships between dimensions over time.  ...  In this paper, we present a visual analytical technique to examine the Federal Aviation Agency's Accident/Incident Database, which contains more than 90,000 incidents across 53 dimensions over the last  ...  A ThemeRiver provides a macro view of the thematic changes in a dataset, set over a serial dimension.  ... 
doi:10.1117/12.818840 fatcat:zpcxusu62nfihj5u5kycknqfui

Spiral Theme Plot [article]

Shenghui Jiang, Shiaofen Fang, Shaun Grannis
2016 EuroVis 2016 - Short Papers  
In addition to showing the overall theme patterns over time, this approach also shows plotting patterns within the themes.  ...  Similar to ThemeRiver, data in different categories (themes) are visualized in different bands, but also in a spiral pattern. Themes are stacked along a spiral curve, which represent the time axis.  ...  Traditional time-varying data visualization focuses on showing either the attribute changes over time of individual data items (e.g. documents) or the overall trend over time of a collection of data items  ... 
doi:10.2312/eurovisshort.20161170 dblp:conf/vissym/JiangFG16 fatcat:f67vqh7cvnb5pfbqr4kc6esn5a

Assessing the Readability of Stacked Graphs

Alice Thudt, Jagoda Walny, Charles Perin, Fateme Rajabiyazdi, Lindsay MacDonald, Riane Vardeleon, Saul Greenberg, Sheelagh Carpendale, Tiberiu Popa, Karyn Moffatt
2016 Graphics Interface  
Stacked graphs are a visualization technique popular in casual scenarios for representing multiple time-series.  ...  individual streams in a ThemeRiver.  ...  Similarly in terms of time, INT had a strong, small advantage over THEME and small, weak advantages over STREAM and STACK.  ... 
doi:10.20380/gi2016.21 fatcat:r2bza7hbnfgtdiu6fkhlf3penu

StreamVisND: Visualizing relationships in streaming multivariate data

Shenghui Cheng, Yue Wang, Dan Zhang, Zhifang Jiang, Klaus Mueller
2015 2015 IEEE Conference on Visual Analytics Science and Technology (VAST)  
In streaming acquisitions the data changes over time. ThemeRiver and line charts are common methods to display data over time.  ...  However, these methods can only show the values of the variables (or attributes) but not the relationships among them over time.  ...  One prominent technique is ThemeRiver [1] which represents the values of the attributes (called themes) as vertical bars and joins them horizontally over time.  ... 
doi:10.1109/vast.2015.7347673 dblp:conf/ieeevast/ChengWZJM15 fatcat:afg7wbliljgjvhepohpatyr5yy

Visualizing Ensemble Predictions of Music Mood [article]

Zelin Ye, Min Chen
2021 arXiv   pre-print
In addition to the traditional visual designs, such as stacked line graph, ThemeRiver, and pixel-based visualization, we introduced a new variant of ThemeRiver, called "dual-flux ThemeRiver", which allows  ...  viewers to observe and measure the most popular prediction more easily than stacked line graph and ThemeRiver.  ...  A piece of music is a narrative, where mood may change over time.  ... 
arXiv:2112.07627v1 fatcat:fyyfhau5erafrlzbzgncft5sc4

A Dynamic Topic Model of Learning Analytics Research

Michael Derntl, Nikou Günnemann, Ralf Klamma
2013 International Conference on Learning Analytics and Knowledge  
In a dynamic topic model this distribution changes over time, i.e. a specific word may rise or fall in relevance for a topic.  ...  Each current in the ThemeRiver therefore presents the dynamic development of a selected topic over time.  ... 
dblp:conf/lak/DerntlGK13 fatcat:u4vwm5x74nhldcwt5odc5s7y6e

Event Structuring as a General Approach to Building Knowledge in Time-Based Collections [chapter]

William Ribarsky, Zachary Wartell, Wenwen Dou
2012 Expanding the Frontiers of Visual Analytics and Visualization  
Abstract Many kinds of data collections are time-based or can be collected in a temporal manner.  ...  Keywords Time-based data collections, event structure, temporal structure, narrative, storytelling, GIS.  ...  ThemeRiver provides a macro-view of thematic changes in a corpus of documents over a serial dimension.  ... 
doi:10.1007/978-1-4471-2804-5_9 fatcat:bk4gpnsnhjeg5ausn3yt6a4zme

A Survey on Visualization Techniques to Narrate Interpersonal Interactions between Sportsmen

Zainal Abidin, Dwi H Widyantoro, Saiful Akbar
2020 2020 International Conference on Smart Technology and Applications (ICoSTA)  
Writing a story needs the means to visualize interactions to know the relationships between characters. This article explores time-oriented data visualization techniques.  ...  Based on the analysis of visualization techniques, we are looking for a flow visualization technique from events that can describe the event in detail.  ...  PLOT VISUALIZATION USING CHART Changes in quantity over time indicate growth. Relationships between variables can be observed from the journey of growth.  ... 
doi:10.1109/icosta48221.2020.1570614056 fatcat:chrzqjggdfakxa3mi3qd3zefke

HierarchicalTopics: Visually Exploring Large Text Collections Using Topic Hierarchies

Wenwen Dou, Li Yu, Xiaoyu Wang, Zhiqiang Ma, William Ribarsky
2013 IEEE Transactions on Visualization and Computer Graphics  
The Hierarchical Topic structure is shown on the left in a tree visualization. The Hierarchical ThemeRiver view on the right presents the temporal pattern of topics in a hierarchical fashion.  ...  User interactions are provided for users to make changes to the topic hierarchy based on their mental model of the topic space.  ...  Specifically, TIARA utilized a stack graph metaphor to represent temporal change of topics over time.  ... 
doi:10.1109/tvcg.2013.162 pmid:24051766 fatcat:5vr2wywvnzblxb2imiddrzkxri

Studying Animation for Real-Time Visual Analytics: A Design Study of Social Media Analytics in Emergency Management

Nadya A. Calderon, Richard Arias-Hernandez, Brian Fisher
2014 2014 47th Hawaii International Conference on System Sciences  
Domains such as emergency management have a need for real-time change monitoring and pattern analysis, but interface design principles for real-time visual analysis situations are still under development  ...  This paper presents preliminary results on a research-based design principle for the use of animation in real-time visual analytics, targeted to support the real-time analysis of social media data in emergency  ...  Their strategy was to use "Visual Backchannel," an interactive interface with four main views: a temporally adjustable ThemeRiver that visualizes topics over time, a linked visualization of the most active  ... 
doi:10.1109/hicss.2014.176 dblp:conf/hicss/CalderonAF14 fatcat:lrsdwoqb7bbbdjkbwvcosee2ca

Stacked Graphs – Geometry & Aesthetics

L. Byron, M. Wattenberg
2008 IEEE Transactions on Visualization and Computer Graphics  
In February 2008, the New York Times published an unusual chart of box office revenues for 7500 movies over 21 years.  ...  The chart was based on a similar visualization, developed by the first author, that displayed trends in music listening.  ...  A final related work is the Revisionist [7] visualization of changes in source code over time.  ... 
doi:10.1109/tvcg.2008.166 pmid:18988970 fatcat:3lu6fyfujbcpfg3lvxg6micaba

Interactive visualization of emerging topics in multiple social media streams

Adrian M. P. Braşoveanu, Alexander Hubmann-Haidvogel, Arno Scharl
2012 Proceedings of the International Working Conference on Advanced Visual Interfaces - AVI '12  
We conclude with a summary of the lessons learnt and the integration of the visualization component into the Media Watch on Climate Change (, a public Web portal that aggregates  ...  This paper introduces an interactive news flow visualization that reveals emerging topics in dynamic digital content archives.  ...  The lower part of the visualization contains data about the temporal sequence (the start date and the current time), a list of the most recent documents, and mouse-over arcs that reflect semantic associations  ... 
doi:10.1145/2254556.2254655 dblp:conf/avi/BrasoveanuHS12 fatcat:fxpdjvuhiffsdletcc4wspazbu

Topic hypergraph: hierarchical visualization of thematic structures in long documents

GuiZhen Wang, ChaoKai Wen, BingHui Yan, Cong Xie, RongHua Liang, Wei Chen
2013 Science China Information Sciences  
We design a suite of visualization and interaction tools to allow users to interactively analyze the theme evolution, theme diversities, and topic interleaving.  ...  Conventional topic-based visualization approaches are inefficient to capture this complicated thematic structure.  ...  The ThemeRiver technique [5] visualizes the theme distribution along time with a streamgraph.  ... 
doi:10.1007/s11432-013-4831-8 fatcat:ulfumodcinecnbpcjh2qzrlqlu
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