Tree visualization with tree-maps: 2-d space-filling approach
ACM Transactions on Graphics (TOG)
Scenario-based design: envisioning work and technology in system development
Scenario-based design: envisioning work and technology in system development
A multilevel algorithm for partitioning graphs
Supercomputing '95 Proceedings of the 1995 ACM/IEEE conference on Supercomputing
Interactive visualization of serial periodic data
Proceedings of the 11th annual ACM symposium on User interface software and technology
Drawing graphs: methods and models
Drawing graphs: methods and models
Usability engineering: scenario-based development of human-computer interaction
Usability engineering: scenario-based development of human-computer interaction
Participatory Design: Principles and Practices
Participatory Design: Principles and Practices
Graph Visualization and Navigation in Information Visualization: A Survey
IEEE Transactions on Visualization and Computer Graphics
Participatory design: the third space in HCI
The human-computer interaction handbook
INFOVIS '01 Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01)
Visualizing Time-Series on Spirals
INFOVIS '01 Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01)
Communications of the ACM - Why CS students need math
Proceedings of the 35th conference on Winter simulation: driving innovation
prefuse: a toolkit for interactive information visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualizing time-oriented data-A systematic view
Computers and Graphics
Visualizing Changes of Hierarchical Data using Treemaps
IEEE Transactions on Visualization and Computer Graphics
A dynamic multiscale magnifying tool for exploring large sparse graphs
Information Visualization
Multi-resolution techniques for visual exploration of large time-series data
EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
Visual analysis of news streams with article threads
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques
Visual signatures for financial time series
Proceedings of the 2011 Visual Information Communication - International Symposium
Real-time visual analytics for event data streams
Proceedings of the 27th Annual ACM Symposium on Applied Computing
StreamEB: stream edge bundling
GD'12 Proceedings of the 20th international conference on Graph Drawing
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For scientific data visualizations, real-time data streams present many interesting challenges when compared to static data. Real-time data are dynamic, transient, high-volume and temporal. Effective visualizations need to be able to accommodate dynamic data behavior as well as abstract and present the data in ways that make sense to and are usable by humans. The Visual Content Analysis of Real-Time Data Streams project at the Pacific Northwest National Laboratory is researching and prototyping dynamic visualization techniques and tools to help facilitate human understanding and comprehension of high-volume, real-time data. The general strategy of the project is to develop and evolve visual contexts that will organize and orient high-volume dynamic data in conceptual and perceptive views. The goal is to allow users to quickly grasp dynamic data in forms that are intuitive and natural without requiring intensive training in the use of specific visualization or analysis tools and methods. Thus far, the project has prototyped five different visualization prototypes that represent and convey dynamic data through human-recognizable contexts and paradigms such as hierarchies, relationships, time and geography. We describe the design considerations and unique features of these dynamic visualization prototypes as well as our findings in the exploration and evaluation of their use.