title: Graph analytics-lessons learned and challenges ahead.
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.
authors.lastname: Pak Chung Wong
authors.lastname: Chaomei Chen
authors.forename: C
authors.initials: C
authors.lastname: Gorg
authors.forename: B
authors.initials: B
authors.lastname: Shneiderman
authors.forename: J
authors.initials: J
authors.lastname: Stasko
authors.forename: J
authors.initials: J
authors.lastname: Thomas