A comparison of reading paper and on-line documents
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Readings in information visualization: using vision to think
Readings in information visualization: using vision to think
Proceedings of the third international conference on Collaborative virtual environments
Visualizing Histories for Selective Undo and Redo
APCHI '98 Proceedings of the Third Asian Pacific Computer and Human Interaction
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
DTLens: multi-user tabletop spatial data exploration
Proceedings of the 18th annual ACM symposium on User interface software and technology
Collaborative coupling over tabletop displays
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The effects of collaboration and system transparency on CIVE usage: an empirical study and model
Presence: Teleoperators and Virtual Environments - Special issue: Collaborative information visualization environments
Multi-user, multi-display interaction with a single-user, single-display geospatial application
UIST '06 Proceedings of the 19th annual ACM symposium on User interface software and technology
System guidelines for co-located, collaborative work on a tabletop display
ECSCW'03 Proceedings of the eighth conference on European Conference on Computer Supported Cooperative Work
ManyEyes: a Site for Visualization at Internet Scale
IEEE Transactions on Visualization and Computer Graphics
Interactive Tree Comparison for Co-located Collaborative Information Visualization
IEEE Transactions on Visualization and Computer Graphics
An exploratory study of visual information analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Creation and Collaboration: Engaging New Audiences for Information Visualization
Information Visualization
Voyagers and voyeurs: Supporting asynchronous collaborative visualization
Communications of the ACM - Rural engineering development
Graphical Histories for Visualization: Supporting Analysis, Communication, and Evaluation
IEEE Transactions on Visualization and Computer Graphics
Visualization techniques for circular tabletop interfaces
Proceedings of the Working Conference on Advanced Visual Interfaces
Characterizing users' visual analytic activity for insight provenance
Information Visualization
Lark: Coordinating Co-located Collaboration with Information Visualization
IEEE Transactions on Visualization and Computer Graphics
Collaborative brushing and linking for co-located visual analytics of document collections
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
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In an observational study, we noticed that record-keeping plays a critical role in the overall process of collaborative visual data analysis. Record-keeping involves recording material for Later use, ranging from data about the visual analysis processes and visualization states to notes and annotations that externalize user insights, findings, and hypotheses. In our study, co-located teams worked on collaborative visual analytics tasks using large interactive wall and tabletop displays. Part of our findings is a collaborative data analysis framework that encompasses record-keeping as one of the main activities. In this paper, our primary focus is on note-taking activity. Based on our observations, we characterize notes according to their content, scope, and usage, and describe how they fit into a process of collaborative data analysis. We then discuss suggestions to improve the design of note-taking functionality for co-located collaborative visuaL analytics tools.