Title :
Graph Analytics-Lessons Learned and Challenges Ahead
Author :
Pak Chung Wong ; Chaomei Chen ; Gorg, C. ; Shneiderman, B. ; Stasko, J. ; Thomas, J.
Author_Institution :
Pacific Northwest Nat. Lab., Richland, WA, USA
Abstract :
Lessons learned from developing four graph analytics applications reveal good research practices and grand challenges for future research. The application domains include electric-power-grid analytics, social-network and citation analytics, text and document analytics, and knowledge domain analytics.
Keywords :
citation analysis; data visualisation; knowledge management; power engineering computing; power grids; social networking (online); text analysis; citation analytics; document analytics; electric-power-grid analytics; graph analytics; knowledge domain analytics; social network analytics; text analytics;
Journal_Title :
Computer Graphics and Applications, IEEE
DOI :
10.1109/MCG.2011.72
