Dusakaeva S.T., Vikulova A.A. Development of a system of recommendations for assessing the quality of the pre-packaged salad washing process for the fresh vegetables department in the supermarket // Informacionnye tehnologii i matematicheskoe modelirovanie v upravlenii slozhnymi sistemami: elektronnyj nauchnyj zhurnal [Information technology and mathematical modeling in the management of complex systems: electronic scientific journal], 2023. No. 2(18). P. 33-41. DOI: 10.26731/2658‑3704.2023.2(18).33-41 [Accessed 17/06/23]
10.26731/2658‑3704.2023.2(18).33-41
The article describes the main stages of the development of a recommendation system based on a fuzzy logic model for assessing the quality of rinsing packaged lettuce. The need to develop recommendation systems of this kind is due to the urgent problem of improving the quality of services provided, and is also consistent with socially significant issues of modern society - the promotion of a healthy lifestyle and the introduction of proper nutrition, especially in an unfavorable environmental situation. Since the input and output parameters of the mathematical model are fuzzy, the Mamdani fuzzy logic algorithm implemented in the Fuzzy Logic Toolbox programming environment is chosen as the main method of scientific research. The approach used in this article to assess the quality of washing packaged lettuce makes it possible to increase the level of service in supermarkets, which contributes to the formation of a positive image of the retail chain and promotes the basic principles of a healthy lifestyle, orienting customers to purchase proper nutrition products.
1. A record number of cases of high levels of air pollution have been identified in Russia [website]. URL: https://tass.ru/obschestvo/13632789 (accessed: 30.04.2023).
2. Sanitary and epidemiological requirements for processing vegetables and fruits [website]. URL https://bagcrb.d61.ru/sanitarno_epidemiologicheskie_trebovaniya_k_obrabo... (accessed: 30.04.2023).
3. Uniform sanitary-epidemiological and hygienic requirements for goods subject to sanitary-epidemiological supervision (control) [website]. URL: http://www.tsouz.ru/db/techregulation/sanmeri/documents/pishevayacennost... (accessed: 30.04.2023).
4. Vegetable processing in production: technology, types of industrial equipment [website]. URL: https://eurasia-group.ru/blog/articles/obrabotka-ovoshchey-na-proizvodst... (accessed: 30.04.2023).
5. Kolobova I.N. Psychology of management: textbook / Kolobova I.N. – Moscow: Russian Customs Academy, 2014. – 304 p. – ISBN 978-5-9590-0798-0.
6. Bolodurina I. P. Vvedenie v teoriiu nechetkikh mnozhestv i sistem [Elektronnyi resurs] : uchebnoe posobie dlia obuchaiushchikhsia po obrazovatel'noi programme vysshego obrazovaniia po napravleniiu podgotovki 01.03.02 Prikladnaia matematika i informatika [Introduction to the theory of fuzzy sets and systems [Electronic resource]: a textbook for students in the educational program of higher education in the direction of training 01.03.02 Applied mathematics and informatics] / I. P. Bolodurina, S. T. Dusakaeva; M-vo nauki i vyssh. obrazovaniia Ros. Federatsii, Feder. gos. biudzhet. obrazovat. uchrezhdenie vyssh. obrazovaniia "Orenburg. gos. un-t" [Ministry of Science and Higher Education of Russian Federation, Feder. state budget. educate. institution of higher education "Orenburg. state. un-t"]. – Orenburg: OSU. – 2021. – ISBN 978-5-7410-2532-1. – 172 p. – Head. with tit. screen.
7. Bolodurina, I. P. Metody nechetkoj logiki pri issledovanii vostrebovannosti uchebnoj literatury [Methods of fuzzy logic in the study of the demand for educational literature] / I. P. Bolodurina, P. A. Boldyrev, S. T. Dusakaeva // Scientific Review, 2015. – No. 14. – P. 224–231.
8. Zak Yu.A. Decision making in conditions of fuzzy and fuzzy data: Fuzzy-technologies. – M .: Book house "LIBROKOM", 2013. – 352 p.
9. Leonenkov A.V. Fuzzy modeling in MATLAB and fuzzyTECH. – St. Petersburg: BHV-Petersburg, 2003. – 736 p.
10. Yakhyaeva G.E. Fuzzy sets and neural networks: textbook, 2nd ed., rev. – M.: In-ternet-Un-t Inform. Technology: Binom. Knowledge Laboratory, 2012, – 315p.
11. Shtovba S.D. Proektirovanie nechetkih sistem sredstvami MATLAB [Design of fuzzy systems using MATLAB] / S. Shtovba. – M: Hotline-Telecom, 2007. – 288 p.
12. Package Fuzzy Logic Toolbox for Matlab: textbook. allowance / V.S. Tarasyan. – Ekaterinburg: Publishing house of UrGUPS, 2013. – 112 p. – ISBN 978-5-94614-248-9.