IEEE Transactions on Multimedia - Special issue on integration of context and content
Structure-based hierarchical transformations for interactive visual exploration of social networks
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Interactive searching and visualization of patterns in attributed graphs
Proceedings of Graphics Interface 2010
Group affinity based social trust model for an intelligent movie recommender system
Multimedia Tools and Applications
GlyphLink: An interactive visualization approach for semantic graphs
Journal of Visual Languages and Computing
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Social networks continue to become more and more feature rich. Using local and global structural properties and descriptive attributes are necessary for more sophisticated social network analysis and support for visual mining tasks. While a number of visualization tools for social network applications have been developed, most of them are limited to uni-modal graph representations. Some of the tools support a wide range of visualization options, including interactive views. Others have better support for calculating structural graph properties such as the density of the graph or deploying traditional statistical social network analysis. We present Invenio, a new tool for visual mining of socials. Invenio integrates a wide range of interactive visualization options from Prefuse, with graph mining algorithm support from JUNG. While the integration expands the breadth of functionality within the core engine of the tool, our goal is to interactively explore multi-modal, multi-relational social networks. Invenio also supports construction of views using both database operations and basic graph mining operations.