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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Man-Ling Yang

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Sep 2026

Toward a Grammar-Based Foundation of Visual Analytics

Visual analytics has produced numerous innovative solutions for helping humans gain insight from complex data, yet fundamental questions remain unanswered, including how interactive visualizations support insight generation. We propose grammars as a framework for reasoning about complex, often under-specified concepts...

A. Scott, Man-Ling Yang, Ashley Suh et al. · 0 citations
#human-computer interacti... Preprint Sep 2026

Sensemaking as Artifact: Accumulated Influence in AI-Mediated Information Environments

This paper considers the viewer's immediate interaction with a source artifact and generative AI, and examines what becomes consequential when the viewer's sensemaking takes communicative form, including communicative commitment, the legibility of transformations and source relationships, and the literacy required to i...

Man-Ling Yang, Remco Chang · 0 citations

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