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cs.CY2026
Latent Class Analysis of Digital Content Use Contexts in AI-Generated Synthetic Personas
Eunjeong Song, Sehee Hong
AI-generated synthetic personas are increasingly used for content planning and virtual-user simulation, yet the digital content use contexts embedded in their narratives remain und…
cs.CY2026
Diagnosing the Demographic Distributions of LLM-Based Synthetic Persona Data: Reference-Distribution Dependence and Post Hoc Adjustment
Eunjeong Song, Sehee Hong
We examine how strongly demographic-distribution diagnostics of LLM-based synthetic persona data depend on the official statistics chosen as the reference. We compared the sex $\ti…