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Field experiment shows AI-driven food labeling improves meal balance in dietary apps, suggesting design enhancements.
This study presents a novel method for labeling food items in unstructured meal descriptions using rule-based and AI-driven approaches. Results from analyses of data from a field experiment show that expert support improves meal balance. ChatGPT offers potential for food labeling, which can be used to inform app design.
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Kato-Lin et al. (2025) studied this question.
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