DimDraw -- A novel tool for drawing concept lattices
This addresses visualization challenges for researchers and practitioners in data analysis, but appears incremental as it builds on prior work in order diagrams.
The paper tackles the problem of drawing concept lattices by introducing a novel tool motivated by order structure, as existing graph drawing methods often perform poorly for general lattices.
Concept lattice drawings are an important tool to visualize complex relations in data in a simple manner to human readers. Many attempts were made to transfer classical graph drawing approaches to order diagrams. Although those methods are satisfying for some lattices they unfortunately perform poorly in general. In this work we present a novel tool to draw concept lattices that is purely motivated by the order structure.