Foundations for an Applied Science of Data Visualization

A conceptual framework for visualization design is based on human perception. The nature of claims about sensory representations is articulated, with special attention paid to the work of perception theorist J. J. Gibson. This analysis is used to define the differences between a design-based approach and a science-of-perception-based approach. A classification of abstract data classes is provided as the basis for mapping data to visual representations.