Visual momentum: a concept to improve the cognitive coupling of person and computer
International Journal of Man-Machine Studies
Automating the design of graphical presentations of relational information
ACM Transactions on Graphics (TOG)
The visual display of quantitative information
The visual display of quantitative information
Task-analytic approach to the automated design of graphic presentations
ACM Transactions on Graphics (TOG)
Visual task characterization for automated visual discourse synthesis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Empirical evaluation of information visualizations: an introduction
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
An evaluation of space-filling information visualizations for depicting hierarchical structures
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Data characterization for automatically visualizing heterogeneous information
INFOVIS '96 Proceedings of the 1996 IEEE Symposium on Information Visualization (INFOVIS '96)
On the semantics of interactive visualizations
INFOVIS '96 Proceedings of the 1996 IEEE Symposium on Information Visualization (INFOVIS '96)
The Grammar of Graphics (Statistics and Computing)
The Grammar of Graphics (Statistics and Computing)
Semiology of graphics
Low-Level Components of Analytic Activity in Information Visualization
INFOVIS '05 Proceedings of the Proceedings of the 2005 IEEE Symposium on Information Visualization
An Optimization-based Approach to Dynamic Visual Context Management
INFOVIS '05 Proceedings of the Proceedings of the 2005 IEEE Symposium on Information Visualization
Toward Measuring Visualization Insight
IEEE Computer Graphics and Applications
Voyagers and voyeurs: supporting asynchronous collaborative information visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ManyEyes: a Site for Visualization at Internet Scale
IEEE Transactions on Visualization and Computer Graphics
VisLink: Revealing Relationships Amongst Visualizations
IEEE Transactions on Visualization and Computer Graphics
Animated Transitions in Statistical Data Graphics
IEEE Transactions on Visualization and Computer Graphics
Your place or mine?: visualization as a community component
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An optimization-based approach to dynamic data transformation for smart visualization
Proceedings of the 13th international conference on Intelligent user interfaces
Toward an information visualization workspace: combining multiple means of expression
Human-Computer Interaction
VisGets: Coordinated Visualizations for Web-based Information Exploration and Discovery
IEEE Transactions on Visualization and Computer Graphics
Evaluating the Use of Data Transformation for Information Visualization
IEEE Transactions on Visualization and Computer Graphics
Behavior-driven visualization recommendation
Proceedings of the 14th international conference on Intelligent user interfaces
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automated generation of graphic sketches by example
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Crowdsourcing graphical perception: using mechanical turk to assess visualization design
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ggplot2: Elegant Graphics for Data Analysis
ggplot2: Elegant Graphics for Data Analysis
IEEE Transactions on Visualization and Computer Graphics
Understanding the verbal language and structure of end-user descriptions of data visualizations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Exploring the design space of composite visualization
PACIFICVIS '12 Proceedings of the 2012 IEEE Pacific Visualization Symposium
How to filter out random clickers in a crowdsourcing-based study?
Proceedings of the 2012 BELIV Workshop: Beyond Time and Errors - Novel Evaluation Methods for Visualization
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We are developing an automated visualization system that helps users combine two or more existing information graphics to form an integrated view. To establish empirical foundations for building such a system, we designed and conducted two studies on Amazon Mechanical Turk to understand users’ comprehension and preferences of composite visualization under different conditions (e.g., data and tasks). In Study 1, we collected more than 1,500 textual descriptions capturing about 500 participants’ insights of given information graphics, which resulted in a task-oriented taxonomy of visual insights. In Study 2, we asked 240 participants to rank composite visualizations by their suitability for acquiring a given visual insight identified in Study 1, which resulted in ranked user preferences of visual compositions for acquiring each type of insight. In this article, we report the details of our two studies and discuss the broader implications of our crowdsourced research methodology and results to HCI-driven visualization research.