Data mountain: using spatial memory for document management
Proceedings of the 11th annual ACM symposium on User interface software and technology
An Architecture for Retaining and Analyzing Visual Explorations of Databases
VIS '95 Proceedings of the 6th conference on Visualization '95
Visage: a user interface environment for exploring information
INFOVIS '96 Proceedings of the 1996 IEEE Symposium on Information Visualization (INFOVIS '96)
Matrix Zoom: A Visual Interface to Semi-External Graphs
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
Understanding research trends in conferences using paperLens
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Elastic Hierarchies: Combining Treemaps and Node-Link Diagrams
INFOVIS '05 Proceedings of the Proceedings of the 2005 IEEE Symposium on Information Visualization
GUESS: a language and interface for graph exploration
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual exploration of multivariate graphs
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ASK-GraphView: A Large Scale Graph Visualization System
IEEE Transactions on Visualization and Computer Graphics
MatrixExplorer: a Dual-Representation System to Explore Social Networks
IEEE Transactions on Visualization and Computer Graphics
Visual Analysis of Multivariate State Transition Graphs
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
A Model and Framework for Visualization Exploration
IEEE Transactions on Visualization and Computer Graphics
NodeTrix: a Hybrid Visualization of Social Networks
IEEE Transactions on Visualization and Computer Graphics
NetLens: iterative exploration of content-actor network data
Information Visualization
Supporting the analytical reasoning process in information visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual Thinking with an Interactive Diagram
Diagrams '08 Proceedings of the 5th international conference on Diagrammatic Representation and Inference
Graphical Histories for Visualization: Supporting Analysis, Communication, and Evaluation
IEEE Transactions on Visualization and Computer Graphics
FacetLens: exposing trends and relationships to support sensemaking within faceted datasets
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Jigsaw: Supporting Investigative Analysis through Interactive Visualization
VAST '07 Proceedings of the 2007 IEEE Symposium on Visual Analytics Science and Technology
Smooth Graphs for Visual Exploration of Higher-Order State Transitions
IEEE Transactions on Visualization and Computer Graphics
ManyNets: an interface for multiple network analysis and visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Analytic provenance: process+interaction+insight
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Graphdice: a system for exploring multivariate social networks
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Supporting asynchronous collaboration in visual analytics systems
Proceedings of the International Working Conference on Advanced Visual Interfaces
Journal of the American Society for Information Science and Technology
GD'12 Proceedings of the 20th international conference on Graph Drawing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
TrailMap: facilitating information seeking in a multi-scale digital map via implicit bookmarking
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Voyant: generating structured feedback on visual designs using a crowd of non-experts
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
FacetClouds: exploring tag clouds for multi-dimensional data
Proceedings of Graphics Interface 2013
ExPlates: spatializing interactive analysis to scaffold visual exploration
EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
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Exploring large network datasets, such as scientific collaboration networks, is challenging because they often contain a large number of nodes and edges in several types and with multiple attributes. Analyses of such networks are often long and complex, and may require several sessions by multiple users. Therefore, it is often difficult for users to recall their own exploration history or share it with others. We introduce GraphTrail, an interactive visualization for analyzing networks through exploration of node and edge aggregates that captures users' interactions and integrates this history directly in the exploration workspace. To facilitate large network analysis, GraphTrail integrates aggregation with familiar charts, drag-and-drop interaction on a canvas, and a novel pivoting mechanism for transitioning between aggregates. Through a three-month field study with a team of archeologists and a qualitative lab study with ten users, we demonstrate the effectiveness of our design and the benefits of integrated exploration history, including analysis comprehension, insight discovery, and exploration recall.