The elements of graphing data
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
Developing user interfaces: ensuring usability through product & process
Developing user interfaces: ensuring usability through product & process
Finding usability problems through heuristic evaluation
CHI '92 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A field study of exploratory learning strategies
ACM Transactions on Computer-Human Interaction (TOCHI)
Readings in information visualization
Empirical evaluation of information visualizations: an introduction
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
Empirical studies of information visualization: a meta-analysis
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
The missing link: augmenting biology laboratory notebooks
Proceedings of the 15th annual ACM symposium on User interface software and technology
Diagramming information structures using 3D perceptual primitives
ACM Transactions on Computer-Human Interaction (TOCHI)
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
An Empirical Comparison of Three Commercial Information Visualization Systems
INFOVIS '01 Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01)
CAEVA: Cognitive Architecture to Evaluate Visualization Applications
IV '03 Proceedings of the Seventh International Conference on Information Visualization
Information Visualization: Perception for Design
Information Visualization: Perception for Design
The challenge of information visualization evaluation
Proceedings of the working conference on Advanced visual interfaces
An Insight-Based Methodology for Evaluating Bioinformatics Visualizations
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Visualizing biological pathways: requirements analysis, systems evaluation and research agenda
Information Visualization - Special issue: Bioinformatics visualization
When worlds collide: molecular biology as interdisciplinary collaboration
ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work
On evaluating information visualization techniques
Proceedings of the Working Conference on Advanced Visual Interfaces
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
BELIV'08: Beyond time and errors: novel evaluation methods for information visualization
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Increasing the utility of quantitative empirical studies for meta-analysis
Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization
Beyond time and error: a cognitive approach to the evaluation of graph drawings
Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization
Proceedings of the 2008 Workshop on BEyond time and errors: novel evaLuation methods for Information Visualization
An optimization-based approach to dynamic data transformation for smart visualization
Proceedings of the 13th international conference on Intelligent user interfaces
The Value of Information Visualization
Information Visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
New tools for task workflow analysis
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Characterizing users' visual analytic activity for insight provenance
Information Visualization
IEEE Computer Graphics and Applications - Special issue on sketching tangible interfaces augmented reality on mobile phones
Using gaze data in evaluating interactive visualizations
HCIV'09 Proceedings of the Second IFIP WG 13.7 conference on Human-computer interaction and visualization
Exploring information visualization: describing different interaction patterns
Proceedings of the 3rd BELIV'10 Workshop: BEyond time and errors: novel evaLuation methods for Information Visualization
Comparing benchmark task and insight evaluation methods on timeseries graph visualizations
Proceedings of the 3rd BELIV'10 Workshop: BEyond time and errors: novel evaLuation methods for Information Visualization
Evaluating information visualization in large companies: challenges, experiences and recommendations
Proceedings of the 3rd BELIV'10 Workshop: BEyond time and errors: novel evaLuation methods for Information Visualization
A comparison of benchmark task and insight evaluation methods for information visualization
Information Visualization - Special issue on Evaluation for Information Visualization
Information visualization evaluation in large companies: challenges, experiences and recommendations
Information Visualization - Special issue on Evaluation for Information Visualization
Facilitating insight into a simulation model using visualization and dynamic model previews
Journal of Visual Languages and Computing
Journal of the American Society for Information Science and Technology
iPCA: an interactive system for PCA-based visual analytics
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
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
Patterns for visualization evaluation
Proceedings of the 2012 BELIV Workshop: Beyond Time and Errors - Novel Evaluation Methods for Visualization
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Visualization tools are typically evaluated in controlled studies that observe the short-term usage of these tools by participants on preselected data sets and benchmark tasks. Though such studies provide useful suggestions, they miss the long-term usage of the tools. A longitudinal study of a bioinformatics data set analysis is reported here. The main focus of this work is to capture the entire analysis process that an analyst goes through from a raw data set to the insights sought from the data. The study provides interesting observations about the use of visual representations and interaction mechanisms provided by the tools, and also about the process of insight generation in general. This deepens our understanding of visual analytics, guides visualization developers in creating more effective visualization tools in terms of user requirements, and guides evaluators in designing future studies that are more representative of insights sought by users from their data sets.