Dynamic queries for information exploration: an implementation and evaluation
CHI '92 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Stretching the rubber sheet: a metaphor for viewing large layouts on small screens
UIST '93 Proceedings of the 6th annual ACM symposium on User interface software and technology
A review and taxonomy of distortion-oriented presentation techniques
ACM Transactions on Computer-Human Interaction (TOCHI)
The movable filter as a user interface tool
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual information seeking: tight coupling of dynamic query filters with starfield displays
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
3-dimensional pliable surfaces: for the effective presentation of visual information
Proceedings of the 8th annual ACM symposium on User interface and software technology
Visualizing real-time multivariate data using preattentive processing
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on graphics, animation, and visualization for simulation environments
LifeLines: visualizing personal histories
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Spotfire: an information exploration environment
ACM SIGMOD Record
Visualizing large trees using the hyperbolic browser
Conference Companion on Human Factors in Computing Systems
Proceedings of the conference on Visualization '98
Constant density visualizations of non-uniform distributions of data
Proceedings of the 11th annual ACM symposium on User interface software and technology
Readings in information visualization: using vision to think
Readings in information visualization: using vision to think
Hierarchical parallel coordinates for exploration of large datasets
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
ACM Computing Surveys (CSUR)
Proceedings of the 1999 workshop on new paradigms in information visualization and manipulation in conjunction with the eighth ACM internation conference on Information and knowledge management
Rapid serial visual presentation: a space-time trade-off in information presentation
AVI '00 Proceedings of the working conference on Advanced visual interfaces
Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies
ACM Transactions on Graphics (TOG)
VizCluster and its Application on Classifying Gene Expression Data
Distributed and Parallel Databases
The Information Mural: A Technique for Displaying and Navigating Large Information Spaces
IEEE Transactions on Visualization and Computer Graphics
Designing Pixel-Oriented Visualization Techniques: Theory and Applications
IEEE Transactions on Visualization and Computer Graphics
30 Years of Multidimensional Multivariate Visualization
Scientific Visualization, Overviews, Methodologies, and Techniques
Visual hierarchical dimension reduction for exploration of high dimensional datasets
VISSYM '03 Proceedings of the symposium on Data visualisation 2003
The structure of the information visualization design space
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
Domesticating Bead: adapting an information visualization system to a financial institution
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
INFOVIS '00 Proceedings of the IEEE Symposium on Information Vizualization 2000
A Taxonomy of Visualization Techniques Using the Data State Reference Model
INFOVIS '00 Proceedings of the IEEE Symposium on Information Vizualization 2000
Interactive Information Visualization of a Million Items
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
A taxonomy of glyph placement strategies for multidimensional data visualization
Information Visualization
Mobile Liquid 2D Scatter Space (ML2DSS)
IV '04 Proceedings of the Information Visualisation, Eighth International Conference
Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
The sampling lens: making sense of saturated visualisations
CHI '05 Extended Abstracts on Human Factors in Computing Systems
A visual framework invites human into the clustering process
SSDBM '03 Proceedings of the 15th International Conference on Scientific and Statistical Database Management
Give chance a chance: modeling density to enhance scatter plot quality through random data sampling
Information Visualization
Revealing structure in visualizations of dense 2D and 3D parallel coordinates
Information Visualization
Outlier-Preserving Focus+Context Visualization in Parallel Coordinates
IEEE Transactions on Visualization and Computer Graphics
Enabling Automatic Clutter Reduction in Parallel Coordinate Plots
IEEE Transactions on Visualization and Computer Graphics
by chance enhancing interaction with large data sets through statistical sampling
Proceedings of the Working Conference on Advanced Visual Interfaces
EdgeLens: an interactive method for managing edge congestion in graphs
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Intelligently resolving point occlusion
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Constant density displays using diversity sampling
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
IEEE Computer Graphics and Applications
Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization
SG '08 Proceedings of the 9th international symposium on Smart Graphics
A platform for syndicating and manipulating instrumentation and measurement data on the web
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Hierarchical cluster visualization in web mapping systems
Proceedings of the 19th international conference on World wide web
Visualization of solution sets from automated docking of molecular structures
Proceedings of the 7th International Conference on Computer Graphics, Virtual Reality, Visualisation and Interaction in Africa
EURASIP Journal on Advances in Signal Processing - Special issue on advances in signal processing for maritime applications
A new weaving technique for handling overlapping regions
Proceedings of the International Conference on Advanced Visual Interfaces
On the role of visual references in collaborative visualization
Information Visualization
Visualizing metadata for environmental datasets
DCMI '10 Proceedings of the 2010 International Conference on Dublin Core and Metadata Applications
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Information Visualization
Journal of Visual Languages and Computing
Supporting display scalability by redundant mapping
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Clustering and Visualizing Geographic Data Using Geo-tree
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
An empirical study on the impact of edge bundling on user comprehension of graphs
Proceedings of the International Working Conference on Advanced Visual Interfaces
Graph Bundling by Kernel Density Estimation
Computer Graphics Forum
A visual analysis approach to validate the selection review of primary studies in systematic reviews
Information and Software Technology
A screen space quality method for data abstraction
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
Visual clustering in parallel coordinates
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
Evaluation of cluster identification performance for different PCP variants
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Winding roads: routing edges into bundles
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Splatting the lines in parallel coordinates
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Force-directed edge bundling for graph visualization
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Visual coherence for large-scale line-plot visualizations
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Interactive self-adaptive clutter-aware visualisation for mobile data mining
Journal of Computer and System Sciences
Introduction to information visualisation
PROMISE'12 Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization
Hierarchical visual filtering, pragmatic and epistemic actions for database visualization
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Assessing and improving 3D rotation transition in dense visualizations
BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference
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Information visualisation is about gaining insight into data through a visual representation. This data is often multivariate and increasingly, the datasets are very large. To help us explore all this data, numerous visualisation applications, both commercial and research prototypes, have been designed using a variety of techniques and algorithms. Whether they are dedicated to geo-spatial data or skewed hierarchical data, most of the visualisations need to adopt strategies for dealing with overcrowded displays, brought about by too much data to fit in too small a display space. This paper analyses a large number of these clutter reduction methods, classifying them both in terms of how they deal with clutter reduction and more importantly, in terms of the benefits and losses. The aim of the resulting taxonomy is to act as a guide to match techniques to problems where different criteria may have different importance, and more importantly as a means to critique and hence develop existing and new techniques.