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It is argued that Nielsen-Landauer’s model extends naturally to AI personas in usability studies, where a small number of personas is sufficient to surface the majority of usability issues.
Retail search systems serve diverse geographic regions with distinct query patterns, vocabularies, and product preferences, creating significant data heterogeneity that challenges both privacy-preserving training and model personalization. Federated learning offers a natural solution for privacy, but standard FL method...
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