Automating the design of graphical presentations of relational information
ACM Transactions on Graphics (TOG)
Measurements in support of research accomplishments
Communications of the ACM
Overview of the sixth text REtrieval conference (TREC-6)
Information Processing and Management: an International Journal - The sixth text REtrieval conference (TREC-6)
Empirical evaluation of information visualizations: an introduction
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
Turning pictures into numbers: extracting and generating information from complex visualizations
International Journal of Human-Computer Studies - Empirical evaluation of information visualizations
Benchmark development for the evaluation of visualization for data mining
Information visualization in data mining and knowledge discovery
SpaceTree: Supporting Exploration in Large Node Link Tree, Design Evolution and Empirical Evaluation
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
TreeJuxtaposer: scalable tree comparison using Focus+Context with guaranteed visibility
ACM SIGGRAPH 2003 Papers
Benefits of Information Visualization Systems for Administrative Data Analysts
IV '03 Proceedings of the Seventh International Conference on Information Visualization
ACM SIGKDD Explorations Newsletter
The challenge of information visualization evaluation
Proceedings of the working conference on Advanced visual interfaces
An Evaluation of Microarray Visualization Tools for Biological Insight
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
An Associative Information Visualizer
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
A Framework for Evaluating Collaborative Systems in the Real World
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 1 - Volume 01
Glass Box: An Instrumented Infrastructure for Supporting Human Interaction with Information
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences - Volume 09
Complexity - Understanding Complex Systems: Part II
On your marks, get set, browse!
CHI EA '97 CHI '97 Extended Abstracts on Human Factors in Computing Systems
Toward Measuring Visualization Insight
IEEE Computer Graphics and Applications
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization
A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP)
IEEE Transactions on Visualization and Computer Graphics
Proceedings of the Ninth annual IEEE conference on Information visualization
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
NodeTrix: a Hybrid Visualization of Social Networks
IEEE Transactions on Visualization and Computer Graphics
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
Teaching Information Visualization
Information Visualization
Exploiting Gene Ontology to Conceptualize Biomedical Document Collections
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Visualizations at First Sight: Do Insights Require Training?
USAB '08 Proceedings of the 4th Symposium of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society on HCI and Usability for Education and Work
A Concept-Driven Automatic Ontology Generation Approach for Conceptualization of Document Corpora
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
A web-based interface to design information visualization
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Exploiting corpus-related ontologies for conceptualizing document corpora
Journal of the American Society for Information Science and Technology
Defining insight for visual analytics
IEEE Computer Graphics and Applications - Special issue title on demystifying visual analytics impaired driving in virtual spaces
To score or not to score? tripling insights for participatory design
IEEE Computer Graphics and Applications - Special issue on sketching tangible interfaces augmented reality on mobile phones
Bridging the Gap between Linked Data and the Semantic Desktop
ISWC '09 Proceedings of the 8th International Semantic Web Conference
A Relation Mining and Visualization Framework for Automated Text Summarization
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Making sense of archived e-mail: Exploring the Enron collection with NetLens
Journal of the American Society for Information Science and Technology
Advancing user-centered evaluation of visual analytic environments through contests
Information Visualization
Information Visualization
IVEA: an information visualization tool for personalized exploratory document collection analysis
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
ACM SIGKDD Explorations Newsletter
Evaluating the effectiveness of visualization techniques for schematic diagrams in maintenance tasks
Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization
Journal of Biomedical Informatics
Visual Abstraction and Ordering in Faceted Browsing of Text Collections
ACM Transactions on Intelligent Systems and Technology (TIST)
Is your user hunting or gathering insights?: identifying insight drivers across domains
Proceedings of the 3rd BELIV'10 Workshop: BEyond time and errors: novel evaLuation methods for Information Visualization
Interactive graph matching and visual comparison of graphs and clustered graphs
Proceedings of the International Working Conference on Advanced Visual Interfaces
A comparison of benchmark task and insight evaluation methods for information visualization
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
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Information Visualization (InfoVis) is now an accepted and growing field but questions remain about the best uses for and the maturity of novel visualizations. Usability studies and controlled experiments are helpful but generalization is difficult. We believe that the systematic development of benchmarks will facilitate the comparison of techniques and help identify their strengths under different conditions. We were involved in the organization and management of three information visualization contests for the 2003, 2004 and 2005 IEEE Information Visualization Symposia, which requested teams to report on insights gained while exploring data. We give a summary of the state of the art of evaluation in information visualization, describe the three contests, summarize their results, discuss outcomes and lessons learned, and conjecture the future of visualization contests. All materials produced by the contests are archived in the Information Visualization Benchmark Repository.