Hierarchical cluster visualization in web mapping systems
Proceedings of the 19th international conference on World wide web
Tangible views for information visualization
ACM International Conference on Interactive Tabletops and Surfaces
Analytical, visual and interactive concepts for geo-visual analytics
Journal of Visual Languages and Computing
Physical navigation to support graph exploration on a large high-resolution display
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
ThemeCrowds: multiresolution summaries of twitter usage
Proceedings of the 3rd international workshop on Search and mining user-generated contents
Comparing averages in time series data
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
TreeMatrix: A Hybrid Visualization of Compound Graphs
Computer Graphics Forum
TreeMatrix: A Hybrid Visualization of Compound Graphs
Computer Graphics Forum
Review of statistical network analysis: models, algorithms, and software
Statistical Analysis and Data Mining
Visual recommendations for network navigation
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Design and evaluation of overview components for effective semantic data exploration
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Nerding out on twitter: fun, patriotism and #curiosity
Proceedings of the 22nd international conference on World Wide Web companion
A Visualization Approach for Cross-level Exploration of Spatiotemporal Data
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Representing Multidimensional Cancer Registry Data
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
ChurnVis: visualizing mobile telecommunications churn on a social network with attributes
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A model of navigation for very large data views
Proceedings of Graphics Interface 2013
GlyphLink: An interactive visualization approach for semantic graphs
Journal of Visual Languages and Computing
EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
imMens: real-time visual querying of big data
EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
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We present a model for building, visualizing, and interacting with multiscale representations of information visualization techniques using hierarchical aggregation. The motivation for this work is to make visual representations more visually scalable and less cluttered. The model allows for augmenting existing techniques with multiscale functionality, as well as for designing new visualization and interaction techniques that conform to this new class of visual representations. We give some examples of how to use the model for standard information visualization techniques such as scatterplots, parallel coordinates, and node-link diagrams, and discuss existing techniques that are based on hierarchical aggregation. This yields a set of design guidelines for aggregated visualizations. We also present a basic vocabulary of interaction techniques suitable for navigating these multiscale visualizations.