A role-annotated guideline scheme makes visualization design knowledge machine-queryable and source-traceable, demonstrated with a 744-guideline catalog and embedding-based analyses.
1, 3, 7 [KMGK25] KNOLLC., MÖLLERT., GREGORYK., KOESTENL.: The Gulf of Interpretation: From Chart to Message and Back Again
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Structured Visualization Design Knowledge for Grounding Generative Reasoning and Situated Feedback
A role-annotated guideline scheme makes visualization design knowledge machine-queryable and source-traceable, demonstrated with a 744-guideline catalog and embedding-based analyses.