Visual Scaffolding in Integrated Spatial and Nonspatial Analysis

Two visual analyses in a visual framework for the integration, comparison, and exploration of correlations in spatial and nonspatial geriatric data. - G.E. Marai

Authors: Marai, G.E.

Publication: Proceedings of EuroVis Workshop on Visual Analytics (2015), Cagliari, Italy, E. Bertini, J. C. Roberts

Collaborative visual analytics that feature mixtures of spatial and nonspatial data occur across disciplines, and are particularly common in bioinformatics, neuroscience and geospatial analysis. In this work we analyze, from a human-centric perspective, data collected from the design and evaluation of three successful visual analysis tools, spanning seven case studies. We focus on the importance of the users’ background to the design process, and we discuss the importance of visual scaffolding to such collaborative, integrated spatial and nonspatial visual analysis tools. Scaffolding is a psychology concept which denotes the support given during a learning process. We further present evidence that spatial and nonspatial coordinated views can serve as a form of visual scaffolding for expert-level, collaborative visual analyses.

Categories and Subject Descriptors (according to ACM CCS): I.3.3 [Computer Graphics]: Visual analysis processes and workflows - Cognitive and perceptual aspects of visual analytics - Collaborative visual analytics

Date: May 25, 2015 - May 29, 2015

Document: View PDF

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