ConsumerSim reconstructs official CCI series from synthetic populations and multi-source signals, outperforming baselines on reconstruction metrics and aiding short-horizon activity predictions.
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Uncovering Salience-Driven Dynamics in Consumer Confidence with Generative Social Simulation
ConsumerSim reconstructs official CCI series from synthetic populations and multi-source signals, outperforming baselines on reconstruction metrics and aiding short-horizon activity predictions.