There has been an increased interest in using recommendation systems to promote healthier eating habits. These systems use large recipe datasets and nutritional information to generate personalised recipe recommendations for individuals. These recommendation systems aim to adapt recipes based on an individual's specific nutritional needs, allergies, and other preferences.