COACH: a teaching agent that learns
Communications of the ACM
Proceedings of the 2nd international conference on Intelligent user interfaces
How people revisit web pages: empirical findings and implications for the design of history systems
International Journal of Human-Computer Studies - Special issue: World Wide Web usability
An evaluation of a multiple interface design solution for bloated software
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Secondary navigation in software wizards
CHI '99 Extended Abstracts on Human Factors in Computing Systems
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
The challenge of information visualization evaluation
Proceedings of the working conference on Advanced visual interfaces
Exploratory Social Network Analysis with Pajek
Exploratory Social Network Analysis with Pajek
An Evaluation of Microarray Visualization Tools for Biological Insight
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
A Comparison of the Readability of Graphs Using Node-Link and Matrix-Based Representations
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
DocWizards: a system for authoring follow-me documentation wizards
Proceedings of the 18th annual ACM symposium on User interface software and technology
A rank-by-feature framework for interactive exploration of multidimensional data
Information Visualization
GUESS: a language and interface for graph exploration
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Maintaining concentration to achieve task completion
DUX '05 Proceedings of the 2005 conference on Designing for User eXperience
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization
TreePlus: Interactive Exploration of Networks with Enhanced Tree Layouts
IEEE Transactions on Visualization and Computer Graphics
Provenance and Annotation for Visual Exploration Systems
IEEE Transactions on Visualization and Computer Graphics
MatrixExplorer: a Dual-Representation System to Explore Social Networks
IEEE Transactions on Visualization and Computer Graphics
Balancing Systematic and Flexible Exploration of Social Networks
IEEE Transactions on Visualization and Computer Graphics
Network Visualization by Semantic Substrates
IEEE Transactions on Visualization and Computer Graphics
IBM Systems Journal
Voyagers and voyeurs: supporting asynchronous collaborative information visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
Behavior-driven visualization recommendation
Proceedings of the 14th international conference on Intelligent user interfaces
Analyzing (social media) networks with NodeXL
Proceedings of the fourth international conference on Communities and technologies
IEEE Computer Graphics and Applications - Special issue on sketching tangible interfaces augmented reality on mobile phones
Seeing is believing: linking data with knowledge
Information Visualization
CommentSpace: structured support for collaborative visual analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual analysis of implicit social networks for suspicious behavior detection
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Interactive dynamics for visual analysis
Communications of the ACM
Interactive Dynamics for Visual Analysis
Queue - Micoprocessors
Profiler: integrated statistical analysis and visualization for data quality assessment
Proceedings of the International Working Conference on Advanced Visual Interfaces
Visual recommendations for network navigation
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
GD'12 Proceedings of the 20th international conference on Graph Drawing
SYFSA: A framework for Systematic Yet Flexible Systems Analysis
Journal of Biomedical Informatics
Hi-index | 0.02 |
During exploratory data analysis, visualizations are often useful for making sense of complex data sets. However, as data sets increase in size and complexity, static information visualizations decrease in comprehensibility. Interactive techniques can yield valuable discoveries, but current data analysis tools typically support only opportunistic exploration that may be inefficient and incomplete. We present a refined architecture that uses systematic yet flexible (SYF) design goals to guide domain expert users through complex exploration of data over days, weeks and months. The SYF system aims to support exploratory data analysis with some of the simplicity of an e-commerce check-out while providing added flexibility to pursue insights. The SYF system provides an overview of the analysis process, suggests unexplored states, allows users to annotate useful states, supports collaboration, and enables reuse of successful strategies. The affordances of the SYF system are demonstrated by integrating it into a social network analysis tool employed by social scientists and intelligence analysts. The SYF system is a tool-independent component and can be incorporated into other data analysis tools.