December 16, 2009
Journal Article

Visual Analytics: How Much Visualization and How Much Analytics?

Abstract

The term Visual Analytics has been around for almost five years by now, but still there are on-going discussions about what it actually is and in particular what is new about it. The core of our view on Visual Analytics is the new enabling and accessible analytic reasoning interactions supported by the combination of automated and visual analytics. In this paper, we outline the scope of Visual Analytics using two problem and three methodological classes in order to work out the need for and purpose of Visual Analytics. Thereby, the respective methods are explained plus examples of analytic reasoning interaction leading to a glimpse into the future of how Visual Analytics methods will enable us to go beyond what is possible when separately using the two methods.

Revised: June 27, 2012 | Published: December 16, 2009

Citation

Keim D., D. Keim, F. Mansmann, and J.J. Thomas. 2009. Visual Analytics: How Much Visualization and How Much Analytics?. SIGKDD Explorations: Newsletter of the Special Interest Group (SIG) on Knowledge Discover & Data Mining. PNNL-SA-69796.