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cs.HC2026
When Do LLM Personas Support Visualization Design? A Cross-Model Study of Color Assignment and Chart Choice
Shahreen Salim, Klaus Mueller
Large language model personas are increasingly used to approximate diverse users during early-stage visualization design, but it remains unclear whether persona-conditioned outputs…
cs.HC2024★ 5 cited
Belief Miner: A Methodology for Discovering Causal Beliefs and Causal Illusions from General Populations
Shahreen Salim, Md Naimul Hoque, Klaus Mueller
Causal belief is a cognitive practice that humans apply everyday to reason about cause and effect relations between factors, phenomena, or events. Like optical illusions, humans ar…