Food Menu Recommendation System for Cholesterol and Diabetes Patients using Fuzzy Logic
DOI:
https://doi.org/10.59934/jaiea.v5i2.2154Keywords:
Artificial intelligence; Cholesterol; Diabetes; Food recommendation system; Fuzzy logicAbstract
The number of people with cholesterol and diabetes continues to rise in modern society, mainly due to unhealthy diets. Many patients struggle to choose safe foods because nutrition levels vary. This research aims to develop an AI-based food recommendation system using Fuzzy Logic, which mimics human reasoning in handling uncertain data. The process involves fuzzification, inference, and defuzzification. By inputting data on sugar, cholesterol, fat, and calories, the system provides personalized and flexible food recommendations to help patients maintain a healthy diet.
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References
N. Alfianty, Y. Maulita, and D. Saripurna, “APPLICATION OF FUZZY SUGENO METHOD FOR NUTRITION MANAGEMENT IN PATIENTS WITH,” vol. 3, no. May, pp. 90–102, 2024.
H. Kassem, A. A. Beevi, S. Basheer, G. Lutfi, L. C. Ismail, and D. Papandreou, “Investigation and Assessment of AI ’ s Role in Nutrition — An Updated Narrative Review of the Evidence,” pp. 1–23, 2025.
“Dasar Machine Learning_v.3.0_FULL ISBN.pdf.”
R. A. Ribeiro, L. M. Camarinha-matos, N. Vafaei, R. A. Ribeiro, and L. M. Camarinha-matos, “ScienceDirect Assessing Normalization Techniques for Simple Additive Assessing Normalization Techniques for Simple Additive Weighting Method Weighting Method,” Procedia Comput. Sci., vol. 199, pp. 1229–1236, 2022, doi: 10.1016/j.procs.2022.01.156.
P. Sisitem et al., “THE DIET RECOMMENDATION DECISION SUPPORT SYSTEM IN DIABETES MELLITUS USING THE SIMPLE ADDITIVE WEIGHTING,” vol. 3, no. 1, pp. 11–16, 2024.
R. Yera, A. A. Alzahrani, and L. Martínez, “A Systematic Review on Food Recommender Systems for Diabetic Patients,” 2023.
C. Orlando et al., “Cardiovascular risk and lipid control in older adults : Compliance with LDL and non-HDL cholesterol and triglyceride goals in a national cross-sectional study,” J. Clin. Lipidol., vol. 19, no. 4, pp. 869–877, 2025, doi: 10.1016/j.jacl.2025.04.197.
H. Ma, “Cholesterol and Human Health,” vol. 2, no. 4, pp. 17–21, 2004.
A. N. Aksoy, J. Abayomi, N. Relph, and T. Butler, “An evaluation of dietary intake , HbA1c , weight and blood lipids during 6-months of using Low- Carbohydrate Diets ( LCDs ) in patients with newly induced T2DM remission,” vol. 7, no. July, p. 2025, 2025, doi: 10.1017/S0029665125101353.
T. Mitsuishi, “Definition of Centroid Method as Defuzzification,” vol. M, no. 2, pp. 125–134, 2022, doi: 10.2478/forma-2022-0010.
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