Preparing Diet List Suggestion with Fuzzy Expert System
AbstractProportion of disease is growing due to the malnutrition and sedentary life. In this work, a diet list is proposed to the user by calculating the necessary amount of calorie according to gender, weight, height, age and activity level. Diet list are prepared for seven days of a week as divided by six meals. Parameter assessment of users and offering recommendations are made via fuzzy expert system. Prepared diet list are constituted considering calories of nutrients and based on the dieticians’ general diet list proposals. Developed software also includes some functions such as nutrition advices, calculation of ideal weight, information about benefits of several nutrients and calorie evaluation of some daily activities. Thus, nutrition suggestion software carried out against for growing obesity and healthy eating problems in order that people would educate themselves about wellness.
World Health Organization. European food and nutrition action plan 2015-2020. WHO Regional Office for Europe 2014 [cited 2016 15 July]; Available from: http://www.euro.who.int/__data/assets/pdf_file/0008/253727/64wd14e_FoodNutAP_140426.pdf.
World Health Organization. Global Health Risks. 2009 [cited 2016 July, 15]; Available from: http://www.who.int/healthinfo/global_burden_disease/GlobalHealthRisks_report_full.pdf.
Kljusurić, J.G. and Ž. Kurtanjek, Fuzzy logic modelling in nutrition planning-application on meals in boarding schools, in Current Studies of Biotechnology, Vol. III-Food. 2003, Medicinska naklada.
Kurozumi, K., et al. FML-based Japanese diet assessment system. in Fuzzy Systems (FUZZ), 2013 IEEE International Conference on. 2013. IEEE.
ŞAHİNER, A. and G. BUZKAN, An Application of Fuzzy Goal Programming to a Specific Diet Problem. Journal of Natural & Applied Sciences, 2010. 14(2).
Faiz, I., et al. A semantic rules & reasoning based approach for Diet and Exercise management for diabetics. in Emerging Technologies (ICET), 2014 International Conference on. 2014. IEEE.
Li, H.-C. and W.-M. Ko. Automated food ontology construction mechanism for diabetes diet care. in 2007 International Conference on Machine Learning and Cybernetics. 2007. IEEE.
Chen, R.-C., et al. Constructing a diet recommendation system based on fuzzy rules and knapsack method. in International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems. 2013. Springer.
Mamat, M., et al., Fuzzy Multi-Objective Linear Programming Method Applied in Decision Support System to Control Chronic Disease. Applied Mathematical Sciences, 2013. 7(2): p. 61-72.
Lee, C.S., et al., Diet assessment based on type‐2 fuzzy ontology and fuzzy markup language. International Journal of Intelligent Systems, 2010. 25(12): p. 1187-1216.
Lee, C.-S., et al., Type-2 fuzzy set and fuzzy ontology for diet application, in Advances in Type-2 Fuzzy Sets and Systems. 2013, Springer. p. 237-256.
Mamat, M., et al., Fuzzy linear programming approach in balance diet planning for eating disorder and disease-related lifestyle. Applied Mathematical Sciences, 2012. 6(103): p. 5109-5118.
Mák, E., et al. A formal domain model for dietary and physical activity counseling. in International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. 2010. Springer.
Hacettepe Üniversitesi Beslenme ve Diyetetik Bölümü. TÜRKIYE’YE ÖZGÜ BESLENME REHBERI. 2004 [cited 2016 July, 15]; Available from: http://beslenme.gov.tr/content/files/yayinlar/kitaplar/diger_kitaplar/beslenme_rehberi.pdf.
Pehlivan, A. Çocuk ve Genç Futbolcuda Beslenme. 2009 [cited 2016 July, 15]; Available from: https://www.tff.org/Resources/TFF/Documents/2009DK/FGM/yayinlar/aylik-kitapcik/Sporcuda-Beslenme(Temmuz).pdf.
Litchford, M.D., Macronutrient recommendations: protein, carbohydrate, and fat, in The ASMBS Textbook of Bariatric Surgery. 2014, Springer. p. 101-109.
Lukaski, H.C., Vitamin and mineral status: effects on physical performance. Nutrition, 2004. 20(7): p. 632-644.
Mineral. 2016 [cited 2016 July, 15]; Available from: https://tr.wikipedia.org/wiki/Mineral.
Besinlerin Değer Cetveli. 2011 [cited 2016 July, 15]; Available from: http://www.antrenmanyap.com/tr/blog.asp?ID=6&CID=7&AID=20&do=show.
Milli Eğitim Bakanlığı. ENERJİ HESAPLAMALARI. 2011 [cited 2016 July,15]; Available from: http://www.megep.meb.gov.tr/mte_program_modul/moduller_pdf/Enerji%20Hesaplamalar%C4%B1.pdf.
Calories Burned During Exercise, Activities, Sports and Work. 2016 [cited 2016 July, 15]; Available from: http://www.nutristrategy.com/caloriesburned.htm.
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