Exploring the potential of large language models in nutrition behavior prediction: evidence from college students (opens in new tab)

IntroductionThe integration of Artificial Intelligence (AI) and Large Language Models (LLMs) in behavioral nutrition is expanding rapidly to predict the behavioral data. Recent developments in LLM-assisted analytical tools have opened new possibilities for analyzing survey datasets and exploring behavioral patterns related to nutrition.ObjectivesThe study aims to evaluate the ability of a large language model-assisted analytical workflow to predict healthy eating behavior scores using survey ...