Publication: Formalizing Emphasis in Information Visualization

We provide a fresh look at the use and prevalence of emphasis effects in Infovis. Through a survey of existing emphasis frameworks, we extract a set-based approach that uses visual prominence to link visually and algorithmically diverse emphasis effects. Visual prominence provides a basis for describing, comparing and generating emphasis effects when combined with a set of general features of emphasis effects. Therefore, we use visual prominence and these general features to construct a new mathematical Framework for Information Visualization Emphasis, FIVE. The concepts we introduce to describe FIVE unite the emphasis literature and point to several new research directions for emphasis in information visualization.




K. Hall C. Perin
P. Kusalik Carl Gutwin
University of Saskatchewan


Hall, K., Perin, C., Kusalik, P., Gutwin, C. 2016. Formalizing Emphasis in Information Visualization. In Computer Graphics Forum, vol. 35 no. 3, 717-737. DOI=10.1111/cgf.12936.


@article {407-Hall_et_al-2016-Computer_Graphics_Forum,
author= {K. Hall and C. Perin and P. Kusalik and Carl Gutwin},
title= {Formalizing Emphasis in Information Visualization},
booktitle= {Computer Graphics Forum},
year= {2016},
volume= {35},
number= {3},
pages= {717-737}