A Generalized Polyhedral Glyph Framework for Interactive High-Dimensional Visualization

Title: A Generalized Polyhedral Glyph Framework for High-Dimensional VisualizationCreators: Bhagwanani, Priyal (ORCID: 0009-0004-0476-3088)Description: The visualization of high-dimensional data represents a foundational challenge in modern information science, requiring the translation of multi-layered datasets into perceptible geometric forms. Traditional methods often utilize three-dimensional spatial layouts to provide context, relying on various markers to represent discrete data points. The introduction of a generalized polyhedral glyph framework pro- vides a systematic extension to these existing techniques by utilizing the geometric features of polyhedra—specifically their discrete faces—to carry additional dimen- sions of information. By moving from markers with continuous surfaces to those with segmented facets, the framework allows for a higher density of information to be encoded within a coherent spatial environment, facilitating the exploration of complex interactions across multivariate attributes. Interactive HTML Tool: LinkVersion: 1.0Publication Date: 2026-01-21License: Creative Commons Attribution 4.0 International (CC BY 4.0)