TileBars: visualization of term distribution information in full text information access
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
TOPIC ISLANDS—a wavelet-based text visualization system
Proceedings of the conference on Visualization '98
The ecological approach to text visualization
Journal of the American Society for Information Science - Speical issue on integrating mutiple overlapping metadata standards
A vector space model for automatic indexing
Communications of the ACM
Benefits of document maps for text access in knowledge management: a comparative study
Proceedings of the 2002 ACM symposium on Applied computing
ThemeRiver: Visualizing Thematic Changes in Large Document Collections
IEEE Transactions on Visualization and Computer Graphics
The InfoSky visual explorer: exploiting hierarchical structure and document similarities
Information Visualization
The Journal of Machine Learning Research
Multi-paragraph segmentation of expository text
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Studying cooperation and conflict between authors with history flow visualizations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
RankSpiral: Toward Enhancing Search Results Visualizations
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
Summary thumbnails: readable overviews for small screen web browsers
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualizing Query Occurrence in Search Result Lists
IV '05 Proceedings of the Ninth International Conference on Information Visualisation
Journal of the American Society for Information Science and Technology
The Visual Exploration ofWeb Search Results Using HotMap
IV '06 Proceedings of the conference on Information Visualization
A Novel Visualization Model for Web Search Results
IEEE Transactions on Visualization and Computer Graphics
Balancing Systematic and Flexible Exploration of Social Networks
IEEE Transactions on Visualization and Computer Graphics
Tag clouds for summarizing web search results
Proceedings of the 16th international conference on World Wide Web
Visual text mining using association rules
Computers and Graphics
Interactive Web Information Retrieval Using WordBars
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Sequential Document Visualization
IEEE Transactions on Visualization and Computer Graphics
Improving relevance judgment of web search results with image excerpts
Proceedings of the 17th international conference on World Wide Web
IEEE Transactions on Visualization and Computer Graphics
Journal of the American Society for Information Science and Technology
On the Beauty and Usability of Tag Clouds
IV '08 Proceedings of the 2008 12th International Conference Information Visualisation
The Word Tree, an Interactive Visual Concordance
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Visual snippets: summarizing web pages for search and revisitation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Literature Fingerprinting: A New Method for Visual Literary Analysis
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
Document Visualization Based on Semantic Graphs
IV '09 Proceedings of the 2009 13th International Conference Information Visualisation
Topic-Based Coordination for Visual Analysis of Evolving Document Collections
IV '09 Proceedings of the 2009 13th International Conference Information Visualisation
Search User Interfaces
Participatory Visualization with Wordle
IEEE Transactions on Visualization and Computer Graphics
Document Cards: A Top Trumps Visualization for Documents
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Visual summarization of web pages
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
TIARA: a visual exploratory text analytic system
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
An incremental space to visualize dynamic data sets
Multimedia Tools and Applications
SparkClouds: Visualizing Trends in Tag Clouds
IEEE Transactions on Visualization and Computer Graphics
FacetAtlas: Multifaceted Visualization for Rich Text Corpora
IEEE Transactions on Visualization and Computer Graphics
ManiWordle: Providing Flexible Control over Wordle
IEEE Transactions on Visualization and Computer Graphics
TextFlow: Towards Better Understanding of Evolving Topics in Text
IEEE Transactions on Visualization and Computer Graphics
EventRiver: Visually Exploring Text Collections with Temporal References
IEEE Transactions on Visualization and Computer Graphics
Real-Time Visualization of Streaming Text with a Force-Based Dynamic System
IEEE Computer Graphics and Applications
Time-aware visualization of document collections
Proceedings of the 27th Annual ACM Symposium on Applied Computing
A cartographic approach to visualizing conference abstracts
IEEE Computer Graphics and Applications
Context-Preserving, Dynamic Word Cloud Visualization
IEEE Computer Graphics and Applications
Journal of the American Society for Information Science and Technology
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We review recent visualization techniques aimed at supporting tasks that require the analysis of text documents, from approaches targeted at visually summarizing the relevant content of a single document to those aimed at assisting exploratory investigation of whole collections of documents.Techniques are organized considering their target input material—either single texts or collections of texts—and their focus, which may be at displaying content, emphasizing relevant relationships, highlighting the temporal evolution of a document or collection, or helping users to handle results from a query posed to a search engine.We describe the approaches adopted by distinct techniques and briefly review the strategies they employ to obtain meaningful text models, discuss how they extract the information required to produce representative visualizations, the tasks they intend to support and the interaction issues involved, and strengths and limitations. Finally, we show a summary of techniques, highlighting their goals and distinguishing characteristics. We also briefly discuss some open problems and research directions in the fields of visual text mining and text analytics. © 2012 Wiley Periodicals, Inc. © 2012 Wiley Periodicals, Inc.