Unified theories of cognition
Pad++: a zooming graphical interface for exploring alternate interface physics
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
Computational models of information scent-following in a very large browsable text collection
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Guidelines for using multiple views in information visualization
AVI '00 Proceedings of the working conference on Advanced visual interfaces
The Psychology of Human-Computer Interaction
The Psychology of Human-Computer Interaction
Visualizing the non-visual: spatial analysis and interaction with information from text documents
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Legible Cities: Focus-Dependent Multi-Resolution Visualization of Urban Relationships
IEEE Transactions on Visualization and Computer Graphics
NewsLab: Exploratory Broadcast News Video Analysis
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
Jigsaw: Supporting Investigative Analysis through Interactive Visualization
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
WireVis: Visualization of Categorical, Time-Varying Data From Financial Transactions
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
GVis: a scalable visualization framework for genomic data
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Investigative visual analysis of global terrorism
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Syntax highlighting in business process models
Decision Support Systems
The personal equation of complex individual cognition during visual interface interaction
HCIV'09 Proceedings of the Second IFIP WG 13.7 conference on Human-computer interaction and visualization
Co-located collaborative sensemaking on a large high-resolution display with multiple input devices
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
An evaluation of how small user interface changes can improve scientists' analytic strategies
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Designing large high-resolution display workspaces
Proceedings of the International Working Conference on Advanced Visual Interfaces
Interaction junk: user interaction-based evaluation of visual analytic systems
Proceedings of the 2012 BELIV Workshop: Beyond Time and Errors - Novel Evaluation Methods for Visualization
International Journal of Human-Computer Studies
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It is well known that visual analytics addresses the difficulty of evaluating and processing large quantities of information. Less often discussed are the increasingly complex analytic and reasoning processes that must be applied in order to accomplish that goal. Success of the visual analytics approach will require us to develop new visualization models that predict how computational processes might facilitate human insight and guide the flow of human reasoning. In this paper, we seek to advance visualization methods by proposing a framework for human 'higher cognition' that extends more familiar perceptual models. Based on this approach, we suggest guidelines for the development of visual interfaces that better integrate complementary capabilities of humans and computers. Although many of these recommendations are novel, some can be found in existing visual analytics applications. In the latter case, much of the value of our contribution lies in the deeper rationale that the model provides for those principles. Lastly, we assess these visual analytics guidelines through the evaluation of several visualization examples.