Title :
Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs
Author :
Chau, Duen Horng ; Akoglu, Leman ; Vreeken, Jilles ; Hanghang Tong ; Faloutsos, Christos
Abstract :
We present TOURVIZ, a interactive system for visualizing and making sense of large network datasets. Given a set of user-specified nodes of interest, TOURVIZ integrates 1) novel algorithms to find the best sub graphs that succinctly connect these nodes, and 2) visualization and interaction features that help people explore such sub graphs. We will demonstrate TOURVIZ´s usage and benefits using the DBLP co-authorship graph, which consists of 329K authors (nodes) and 1094K co-authorship relations (edges). TOURVIZ can work with any kinds of graphs. We will engage the audience to try our system and comment on its usability, usefulness, and how our system may help with their work and data analytics in their domains.
Keywords :
data visualisation; graph theory; interactive systems; DBLP coauthorship graph; TOURVIZ; interaction feature; interactively exploring tour; large graph; marked nodes; visualization feature; visually exploring tour; Algorithm design and analysis; Computational biology; Connectors; Data visualization; Educational institutions; Machine learning; Usability; Connection subgraphs; Networks; Sensemaking;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-2497-7
DOI :
10.1109/ASONAM.2012.115