System for Detecting and Analyzing Textual Information of Product Composition
DOI:
https://doi.org/10.18372/1990-5548.68.16087Keywords:
analyzing product composition, assessment of the harmfulness of food, decision-making algorithm, intellectual system; text detectionAbstract
The paper substantiates the need to obtain an assessment of the harm of food products for consumers with chronic diseases or allergies, which is important to prevent a possible worsening of the course of the disease or eliminate an acute allergic reaction of the human body to hazardous ingredients present in the product. It is proposed to use food labels and packaging as the primary sources of information about the food product that is available to the consumer. It is shown that, the printed information on the packages of Ukrainian food products meets the requirements of the law "On Consumer Information on Food Products" and the labeling on food labels is presented in the text-graphic form. In this work it is used convolution neural networks for text-graphic information processing. It is proposed and substantiated the system structure for detecting and analyzing the text-graphical information of product composition. It is developed mobile software solution.
References
Anaphylaxis to annatto dye: a case report. W.A. Nish, B. A. Whisman, D. W. Goetz, D. A. Ramirez. URL: https://pubmed.ncbi.nlm.nih.gov/1994783/
Approved additives and E numbers. Additives and E numbers for colours, preservatives, antioxidants, sweeteners, emulsifiers, stabilisers, thickeners and other types of additives. URL: https://www.food.gov.uk/business-guidance/approved-additives-and-e-numbers
Codex Alimentarius. International food standards. URL: http://www.fao.org/fao-who-codexalimentarius/home/en
Codex Alimentarius. Obshchij standart kodeksa na markirovku fasovannyh pishchevyh produktov. URL: https://docplayer.com/51766305-Obshchiy-standart-kodeksa-na-markirovku-fasovannyh-pishchevyh-produktov-codex-stan.html [in Russian]
Diet, nutrition and the prevention of chronic diseases: report of a joint WHO/FAO expert consultation, Geneva, 2003.URL: http://apps.who.int/iris/bitstream/handle/10665/42665/WHO_TRS_916.pdf?sequence=1
E252 – Nitrat kaliya. URL: https://dobavkam.net/additives/e252 [in Russian]
E471 – Mono i digliceridy zhirnyh kislot. URL: https://dobavkam.net/additives/e471 [in Russian]
Evaluation of certain food additives and contaminants: sixty-ninth report of the Joint FAO/WHO Expert Committee on Food Additives. WHO and FAO. URL: http://www.ctaa.com.tn/uploads/tx_wdbiblio/9789241210164-eng.pdf
Food additives. URL: https://www.who.int/news-room/fact-sheets/detail/food-additives
Food label reading: Read before you eat. Goyal R, Deshmukh N. URL: https://www.researchgate.net/publication/324761439_Food_label_reading_Read_before_you_eat
Guideline: Sugars intake for adults and children. World Health Organization, 2015. URL: https://apps.who.int/iris/bitstream/handle/10665/149782/9789241549028_eng.pdf
Pediatric Age Palm Oil Consumption. Lorenza Di Genova, Laura Cerquiglini, Laura Penta, Anna Biscarini, and Susanna Esposito. URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5923693/
Safety evaluation of certain food additives: prepared by the Seventy-first meeting of the Joint FAO/WHO Expert Committee on Food Additives (JECFA). World Health Organization. URL: https://apps.who.int/iris/handle/10665/44269
The Interrelationships between Lactose Intolerance and the Modern Dairy Industry: Global Perspectives in Evolutional and Historical Backgrounds. Nissim Silanikove, Gabriel Leitner, and Uzi Merin. URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4586535/#B84-nutrients-07-05340
Toxicological evaluation of certain food additives and contaminants / prepared by the forty-first meeting of the Joint FAO/WHO Expert Committee on Food Additives (JEFCA). World Health Organization. URL: https://apps.who.int/iris/handle/10665/41742
Informacionnaya zapiska INFOSAN No. 3/2006 - Pishchevye allergii. Vsemirnaya organizaciya zdravoohraneniya.. URL: https://www.who.int/foodsafety/fs_management/No_03_allergy_June06_ru.pdf [in Russian]
Metod identyfikaciyi harchovyx dobavok (pidsolodzhuvachiv) z metoyu vyyavlennya falsyfikaciyi produkciyi / P. G. Stolyarchuk [ta in.] // Visnyk Nacz. tehn. un-tu "HPI": zb. nauk. pr. Temat. vyp.: Novi rishennya v suchasnyh tehnologiyah. – Harkiv: NTU "XPI", 2010, # 46, pp. 3–7. [in Ukrainian]
Principy ocenki bezopasnosti pishchevyh dobavok i kontaminantov v produktah pitaniya. Moscow: “Medicina” po materialam VOZ, ZHeneva, 1991. [in Russian]
Pro bezpechnist ta yakist harchovyh produktiv. Zakon Ukrayiny vid 23.12.1997 r. # 771/97- VR. Data onovlennya: 23.12.1997, # 771/97- VR. Data onovlennya: 31.05.2011. URL: http://search.ligazakon.ua/l_doc2.nsf/linkl/ed_2011_02_03/ Z970771.html [in Ukrainian]
Pro derzhavnyj kontrol za dotrymannyam zakonodavstva pro harchovi produkty, kormy, pobichni produkty tvarynnogo pohodzhennya, zdorovya ta blagopoluchchya tvaryn. Zakon Ukrayiny vid 2017 r., # 31, p. 343. Data onovlennya: 13.02.2020. URL: https://zakon.rada.gov.ua/laws/ show/2042-19. [in Ukrainian]
Pro zatverdzhennya pereliku harchovyh dobavok, dozvolenyh dlya vykorystannya u harchovyh produktah. Zakon Ukrayiny vid vid 4 sichnya 1999 r. Data onovlennya 17.02.2000. URL: https://zakon.rada.gov.ua/laws/show/12-99-%D0%BF#Text [in Ukrainian]
Pro zatverdzhennya Sanitarnyh pravyl i norm po zastosuvannyu harchovyh dobavok. Zakon Ukrayiny vid 16 grudnya 1996 za N 715/1740. Data onovlennya 23.07.98. URL: https://zakon.rada.gov.ua/laws/show/z0715-96#Text [in Ukrainian]
Pro zahyst prav spozhyvachіv. Zakon Ukrayiny vіd 1991 r., № ZO, st.379. Data onovlennya: 27.02.2020. URL: https://zakon.rada.gov.ua/laws/show/1023-12[in Ukrainian]
Pro informaciyu dlya spozhyvachiv shhodo harchovyh produktiv. Zakon Ukrayiny vid 2019. URL: https://zakon.rada.gov.ua/laws/show/2639-19#n510 [in Ukrainian]
V. Ya. Plahotin, I. S. Tyurikova, and G. P. Homych, “Teoretychni osnovy texnologiyi harchovyh vyrobnycztv,” Kyiv: Centr navchalnoyi literatury, 2006, p. 640. Harchova bezpeka — shho potribno znaty. URL: https://phc.org.ua/news/kharchova-bezpekascho-potribno-znati [in Ukrainian]
Chy shkidlyva palmova oliya URL: https://moz.gov.ua/article/health/chi-shkidliva-palmova-olija [in Ukrainian]
Shho treba znaty pro normy spozhyvannya molochnyh produktiv i problemy iz zasvoyennyam laktozy. URL: https://moz.gov.ua/article/health/scho-treba-znati-pro-normi-spozhivannja-molochnih-produktiv-i-problemi-iz-zasvoennjam-laktozi [in Ukrainian]
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