Abstract: Highlights•HFRS-DA Recommends users’ popular recipes, that are healthy.•Utilizes dual attention to identify personalized healthy food recommendations.•Improves unsupervised learning for better recommendations.•Generates effective embeddings using meta-path training for accurate recommendations.
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