A self-organizing semantic map for information retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Bead: explorations in information visualization
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Graph drawing by force-directed placement
Software—Practice & Experience
Galaxy of news: an approach to visualizing and understanding expansive news landscapes
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
TOPIC ISLANDS—a wavelet-based text visualization system
Proceedings of the conference on Visualization '98
Knowledge Mining With VxInsight: Discovery ThroughInteraction
Journal of Intelligent Information Systems - Special issue on information visualization: the next frontier
A vector space model for automatic indexing
Communications of the ACM
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Topic Detection and Tracking: Event-Based Information Organization
Topic Detection and Tracking: Event-Based Information Organization
Self-Organizing Maps
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
Journal of Intelligent Information Systems
The STARLIGHT information visualization system
IV '97 Proceedings of the IEEE Conference on Information Visualisation
Visualizing the non-visual: spatial analysis and interaction with information from text documents
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
ThemeRiver: Visualizing Theme Changes over Time
INFOVIS '00 Proceedings of the IEEE Symposium on Information Vizualization 2000
The InfoSky visual explorer: exploiting hierarchical structure and document similarities
Information Visualization
Visualizing Live Text Streams Using Motion and Temporal Pooling
IEEE Computer Graphics and Applications
Discovering evolutionary theme patterns from text: an exploration of temporal text mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
IEEE Transactions on Visualization and Computer Graphics
Text Map Explorer: a Tool to Create and Explore Document Maps
IV '06 Proceedings of the conference on Information Visualization
Information Extraction: Algorithms and Prospects in a Retrieval Context (The Information Retrieval Series)
Compression-based data mining of sequential data
Data Mining and Knowledge Discovery
The Projection Explorer: A Flexible Tool for Projection-based Multidimensional Visualization
SIBGRAPI '07 Proceedings of the XX Brazilian Symposium on Computer Graphics and Image Processing
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
Sequential Document Visualization
IEEE Transactions on Visualization and Computer Graphics
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
IEEE Transactions on Visualization and Computer Graphics
Text Visualization for Visual Text Analytics
Visual Data Mining
Evaluating Information Visualizations
Information Visualization
Visualized Technique for Trend Analysis of News Articles
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Coordinated and Multiple Views for Visualizing Text Collections
IV '08 Proceedings of the 2008 12th International Conference Information Visualisation
NewsLab: Exploratory Broadcast News Video Analysis
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
Meme-tracking and the dynamics of the news cycle
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
STORIES in Time: A Graph-Based Interface for News Tracking and Discovery
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Document Cards: A Top Trumps Visualization for Documents
IEEE Transactions on Visualization and Computer Graphics
User-directed sentiment analysis: visualizing the affective content of documents
SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
Textual features for corpus visualization using correspondence analysis
Intelligent Data Analysis
Visual analytics: how much visualization and how much analytics?
ACM SIGKDD Explorations Newsletter
Dynamic visualization of transient data streams
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
T-Scroll: visualizing trends in a time-series of documents for interactive user exploration
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Word clouds for efficient document labeling
DS'11 Proceedings of the 14th international conference on Discovery science
Visualization of temporal text collections based on Correspondence Analysis
Expert Systems with Applications: An International Journal
visualRSS: a platform to mine and visualise social data from RSS feeds
ICWE'12 Proceedings of the 12th international conference on Current Trends in Web Engineering
Visualizing streaming text data with dynamic graphs and maps
GD'12 Proceedings of the 20th international conference on Graph Drawing
Quantity estimation in visualizations of tagged text
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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This work presents a survey of methods that visualize text streams. Existing methods are classified and compared from the aspect of visualization process. We introduce new aspects of method comparison: data type, text representation, and the temporal drawing approach. The subjectivity of visualization is described, and evaluation methodologies are explained. Related research areas are discussed and some future trends in the field anticipated.