LEDA: a platform for combinatorial and geometric computing
Communications of the ACM
DEVise: integrated querying and visual exploration of large datasets
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
A graph-oriented object database model
PODS '90 Proceedings of the ninth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
An open graph visualization system and its applications to software engineering
Software—Practice & Experience - Special issue on discrete algorithm engineering
Graphlet: design and implementation of a graph editor
Software—Practice & Experience - Special issue on discrete algorithm engineering
Graph Drawing: Algorithms for the Visualization of Graphs
Graph Drawing: Algorithms for the Visualization of Graphs
Rivet: a flexible environment for computer systems visualization
ACM SIGGRAPH Computer Graphics
Polaris: A System for Query, Analysis, and Visualization of Multidimensional Relational Databases
IEEE Transactions on Visualization and Computer Graphics
The Tioga-2 Database Visualization Environment
Proceedings of the IEEE Visualization '95 Workshop on Database Issues for Data Visualization
Graph Drawing and Manipulation with LINK
GD '97 Proceedings of the 5th International Symposium on Graph Drawing
GraphEd: a Graphical Platform for the Implementation of Graph Algorithms
GD '94 Proceedings of the DIMACS International Workshop on Graph Drawing
Graph Drawing Software
Toolkit Design for Interactive Structured Graphics
IEEE Transactions on Software Engineering
prefuse: a toolkit for interactive information visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
SoftGUESS: Visualization and Exploration of Code Clones in Context
ICSE '07 Proceedings of the 29th international conference on Software Engineering
NodeTrix: a Hybrid Visualization of Social Networks
IEEE Transactions on Visualization and Computer Graphics
Visual analysis of dynamic group membership in temporal social networks
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Systematic yet flexible discovery: guiding domain experts through exploratory data analysis
Proceedings of the 13th international conference on Intelligent user interfaces
Increasing engagement in automata theory with JFLAP
Proceedings of the 40th ACM technical symposium on Computer science education
Topology-aware navigation in large networks
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Characterization of a computational grid as a complex system
GMAC '09 Proceedings of the 6th international conference industry session on Grids meets autonomic computing
Analyzing (social media) networks with NodeXL
Proceedings of the fourth international conference on Communities and technologies
Statistical Characterization of a Computer Grid
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Technical Section: CGV-An interactive graph visualization system
Computers and Graphics
ManyNets: an interface for multiple network analysis and visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
MatLink: enhanced matrix visualization for analyzing social networks
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Visually exploring large social networks
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
TagNetLens: multiscale visualization of knowledge structures in social tags
Proceedings of the 3rd International Symposium on Visual Information Communication
A visual tool for forensic analysis of mobile phone traffic
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence
Harvesting covert networks: a case study of the iMiner database
International Journal of Networking and Virtual Organisations
Integrative data mining in functional genomics of brassica napus and arabidopsis thaliana
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Some issues in the 'archaeology' of software evolution
GTTSE'09 Proceedings of the 3rd international summer school conference on Generative and transformational techniques in software engineering III
Information exploration in search computing
Search computing
Clairlib: a toolkit for natural language processing, information retrieval, and network analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Journal of Visual Languages and Computing
Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare
Graphdice: a system for exploring multivariate social networks
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
HD-GraphViz: highly distributed graph visualization on tiled displays
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
A process-centric data mining and visual analytic tool for exploring complex social networks
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
Augmenting MATLAB with semantic objects for an interactive visual environment
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
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As graph models are applied to more widely varying fields, researchers struggle with tools for exploring and analyzing these structures. We describe GUESS, a novel system for graph exploration that combines an interpreted language with a graphical front end that allows researchers to rapidly prototype and deploy new visualizations. GUESS also contains a novel, interactive interpreter that connects the language and interface in a way that facilities exploratory visualization tasks. Our language, Gython, is a domain-specific embedded language which provides all the advantages of Python with new, graph specific operators, primitives, and shortcuts. We highlight key aspects of the system in the context of a large user survey and specific, real-world, case studies ranging from social and knowledge networks to distributed computer network analysis.