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Glyph-based visualization is one of the main techniques for visualizingcomplex multivariate data. With small glyphs, data variables are typicallyencoded with relatively low visual and perceptual precision. Glyph designershave to contemplate the trade-offs in allocating visual channels when there isa large number of data variables. While there are many successful glyph designsin the literature, there is not yet a systematic method for assistingvisualization designers to evaluate different design options that featuredifferent types of trade-offs. In this paper, we present an evaluation schemebased on the multi-criteria decision analysis (MCDA) methodology. The schemeprovides designers with a structured way to consider their glyph designs from arange of perspectives, while rendering a semi-quantitative template forevaluating different design options. In addition, this work provides guidepostsfor future empirical research to obtain more quantitative measurements that canbe used in MCDA-aided glyph design processes.

Multi-Criteria Decision Analysis for Aiding Glyph Design