Russian Federation
Rostov-on-Don, Rostov-on-Don, Russian Federation
Russian Federation
Surgut, Khanty-Mansiysk, Russian Federation
Russian Federation
Russian Federation
Surgutskiy gosudarstvennyy universitet (Kafedra avtomatizirovannyh sistem obrabotki informacii i upravleniya Politehnicheskogo instituta)
Russian Federation
Rostov-na-Donu, Rostov-on-Don, Russian Federation
Russian Federation
OOO «Datum Cifrovye Resheniya» (Biznes-analitik)
Russian Federation
Russian Federation
Obschestvo s ogranichennoy otvetstvennost'yu «Robometriks»
Russian Federation
Russian Federation
Russian Federation
Russian Federation
ChOU VO «Yuzhnyy universitet» (IUBIP) (Docent)
Russian Federation
Russian Federation
Russian Federation
MOO «Akademiya informatizacii obrazovaniya» (Prezident)
Russian Federation
Russian Federation
Russian Federation
Russian Federation
Russian Federation
Russian Federation
Rostov-on-Don, Rostov-on-Don, Russian Federation
VAC 5.8.7 Методология и технология профессионального образования
UDK 004.8 Искусственный интеллект
UDK 378 Высшее образование. Высшая школа. Подготовка научных кадров
UDK 377 Профессиональное и среднее специальное образование
UDK 37.04 Воспитание и обучение с учетом индивидуальных особенностей. Консультирование
GRNTI 28.23 Искусственный интеллект
GRNTI 28.29 Системный анализ
GRNTI 14.33 Среднее профессиональное образование. Педагогика среднего профессионального образования
GRNTI 14.35 Высшее профессиональное образование. Педагогика высшей профессиональной школы
OKSO 44.00.00 Образование и педагогические науки
OKSO 09.00.00 Информатика и вычислительная техника
BBK 74 Образование. Педагогическая наука
TBK 51 Информатика. Вычислительная техника
TBK 36 Педагогика. Образование
BISAC EDU001030 Administration / Higher
BISAC EDU039000 Computers & Technology
The monograph is written by a team of authors and based on the results of "The possibilities of artificial intelligence in improving the information educational space of the regions of Russia" thematic platform’s work within the XX All-Russian Conference and the XXX All-Russian school and seminar "Integration of Russian universities into the world educational and scientific space, taking into account regional peculiarities", as well as on the basis of regular meetings within the virtual laboratory on artificial intelligence and robotics research. The discussion was held in a format combined with a Southern Branch of the Interregional Public Organization "Academy of Informatization of Education" (SB AIE) meeting. The discussion was devoted to the modern information technologies, software, artificial intelligence application, digitalization in educational organizations within the implementation of educational activities and parenting process. The proposed materials can be useful to specialists of the Department of the education system of Russia and its regions, employees of federal and regional authorities and management, as well as regional associations of academic mobility.
Artificial intelligence, education, information technology, digitalization, educational space, Digital Scientific and Educational Environment (DSEE), digital education, hybrid intelligence, fuzzy modeling, cognitive maps
1. ADO.Net. URL: https://docs.microsoft.com/ru-ru/dotnet/framework/data/adonet/ (data obrascheniya: 20.07.2022).
2. Akperov G. I., Khramov V.V. Identification of Extended Objects of Geoinformation Space by Semantic Triangulation//Advances in Intelligent Systems and Computing. - 2021. - Vol. 1306. - P. 787-793. - DOIhttps://doi.org/10.1007/978-3-030-64058-3_99. - EDN UPWEMY.
3. Akperov I. G., Khramov V.V. Development of Instruments of Fuzzy Identification of Extended Objects Based on the Results of Satellite Monitoring//Advances in Intelligent Systems and Computing. - 2019. - Vol. 896. - P. 325-332. - DOIhttps://doi.org/10.1007/978-3-030-04164-9_44. - EDN MCISVQ.
4. Akperov I.G., Khramov V.V. The concept of a unified geoinformational space of the region: ecological aspect // E3S Web of Conferences: Rostovon-Don, 2020. P. 09006. DOI:https://doi/https://doi.org/10.1051/e3sconf/202021009006.
5. Akperov I.G., Khramov V.V., Mityasova O.Yu. Fuzzy methods and algorithms in data mining and formation of digital plan-schemes in earth remote sensing // Procedia Computer Science, Budapest, August 22-23, 2017. Budapest: Elsevier B. V., 2017. Pp. 120-125. DOI: https://doi/https://doi.org/10.1016/j.procs.2017.11.218.
6. Arapova Elizabeth A. et al. Assessment of the availability of educational resources for persons with disabilities on the basis of existing quality assessment standards software, Modern Information Technologies and IT-Education. 2020. T. 16. № 1. S. 177-186
7. Carpenter J. P., Krutka D. G. Social Media in Teacher Education. Handbook of Research on Teacher Education in the Digital Age / eds. M. L. Niess, H. Gillow-Wiles. Hershey, the USA: IGI Global, 2015. P. 28-54.
8. CASIO. Resheniya dlya obrazovaniya. Graficheskie kal'kulyatory. - URL: https://edu.casio.ru/products/graphic/
9. CASIO. Resheniya dlya obrazovaniya. Laboratornyy kompleks. - URL https://edu.casio.ru/products/laboratory/
10. CASIO. Resheniya dlya obrazovaniya. Metodika. https://edu.casio.ru/metodika/
11. CASIO. Resheniya dlya obrazovaniya. Nauchnye kal'kulyatory. - URL: https://edu.casio.ru/products/swiz/
12. CASIO. Resheniya dlya obrazovaniya. Obzor oborudovaniya. - URL: https://edu.casio.ru/products/
13. Dashko Yu. V., Kramarov S.O., Zhdanov A.V. Sintering of polycristalline ferroelectrics and the percolation problem in stochastically packed networks // Ferroelectrics 1996. № 186. R. 1035-1038.
14. DataTable Klass URL: https://docs.microsoft.com/ru-ru/dotnet/api/system.data.datatable?view=net-5.0 (data obrascheniya: 20.07.2022).
15. Davydova K.V., Shershakov S.A. Mining hybrid uml models from event logs of SOA systems // Trudy ISP RAN. 2017. №4.
16. De Nooy W., Mrvar A., Batagelj V. Exploratory Social Network Analysis with Pajek: Revised and Expanded Edition for Updated Software (3rd ed., Structural Analysis in the Social Sciences). Cambridge: Cambridge University Press, 2018. DOIhttps://doi.org/10.1017/9781108565691.
17. Eyo Mfon. Counselling implications of teachers’ digital competencies in the use of Social Networking Sites (SNSs) in the teaching-learning process in Calabar, Nigeria. Cogent Education. 2016. Vol. 3. DOI: https://doi.org/10.1080/2331186X
18. Foulger T. S., Graziano K. J., Slykhuis D., Schmidt-Crawford D., Trust T. Invited Commentary: The Time is Now! Creating Technology Competencies for Teacher Educators. Journal of Technology and Teacher Education. 2016. Vol. 24. No. 3. P. 249-256. URL: https://www.learntechlib.org/primary/p/174099
19. Fuzzy cognitive models for socio-economic systems as applied to a management model for integrated development of rural areas / S.V. Podgorskaya, A.G. Podvesovskii, R.A. Isaev et al. // Business Informatics. 2019. Vol. 13(3). Pp. 7-19. doi:https://doi.org/10.17323/1998-0663.2019.3.7.19.
20. https://epiklearning.com/about-epik-learning/ (Data obrascheniya 10.05.22)
21. Khramov V.V. Development of the Geoinformation Space Soft Model Considering Its Intelligent Properties//11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-2021, Antalya, 26-27 avgusta 2021 goda / Editor: Rafik A. AlievJanusz KacprzykWitold PedryczMo JamshidiMustafa BabanliFahreddin M. Sadikoglu. - Antalya: SpringerLink, 2022. - P. 529-536. - DOIhttps://doi.org/10.1007/978-3-030-92127-9_71. - EDN WRWBSV.
22. Khramov V.V. The Concept of Connectivity Model Measurements of Geographic and Information Space of the Region//Advances in Intelligent Systems and Computing. - 2021. - Vol. 1323. - P. 553-558. - DOIhttps://doi.org/10.1007/978-3-030-68004-6_72. - EDN JCEOMC.
23. Kosko B. Fuzzy cognitive maps // Int. Journal of Man-Machine Studies. 1986. Vol. 24. Pp. 65-75.
24. Kramarov S., Bezuevskaya V., Khramov V. Fuzzy Models of Educational Process Management: Digital Transformation //Communications in Computer and Information Science (sm. v knigah). - 2020. - Vol. 1201 CCIS. - P. 78-85. - DOIhttps://doi.org/10.1007/978-3-030-46895-8_6. - EDN LRVCXS.
25. Kramarov S., Khramov V. Methodology of Formation of Unite Geo-Informational Space in the Region //Communications in Computer and Information Science (sm. v knigah). - 2020. - Vol. 1201 CCIS. - P. 309-316. - DOIhttps://doi.org/10.1007/978-3-030-46895-8_24. - EDN HKZALM.
26. Kramarov S.O., Khramov V.V., Temkin I.O. The principles of formation of united geo-informational space based on fuzzy triangulation//Procedia Computer Science, Budapest, 22-23 avgusta 2017 goda. - Budapest: Elsevier B.V., 2017. - P. 835-843. - DOIhttps://doi.org/10.1016/j.procs.2017.11.315. - EDN XXHJXN.
27. Newman M.E.J. The structure and function of complex networks // SIAM Rev. 2003. № 45. P. 167-256.
28. Ridout B., Campbell A. The Use of Social Networking Sites in Mental Health Interventions for Young People: Systematic Review. Journal of Medical Internet Research. 2018. Vol. 20. No. 12. DOI:https://doi.org/10.2196/12244.
29. Sadowski C., Pediatis M., Townsend R. University students’ perceptions of social networking sites (SNSs) in their educational experiences at a regional Australian university. Australasian Journal of Educational Technology. 2017. Vol. 33. No. 5. P. 77-90. DOI: https://doi.org/10.14742/ajet.2927.
30. Sarumathi S. et al. Statistica software: a state of the art review //International Journal of Computer and Information Engineering. - 2015. - T. 9. - №. 2. - S. 473-480.
31. Shaffer D. Developmental Psychology: Childhood and Adolescence / D. Shaffer, K. Kipp. - Cengage Learning, 2013. - 720 p.
32. Texas Instruments. Education products. - URL: https://education.ti.com/en/products
33. Texas Instruments. Education products. Computer Software. - URL: https://education.ti.com/en/products?category=computer-software
34. Texas Instruments. Education products. Graphing Calculators. - URL: https://education.ti.com/en/products?category=graphing-calculators
35. Texas Instruments. Education products. Scientific Calculators. - URL: https://education.ti.com/en/products?category=scientific-calculators
36. Thagard P. Mind: Introduction to Cognitive Science, 2-d edition / P. Thagard. - Cambridge, MA: MIT Press, 2005. - 266 p.
37. Thomas R. G. A translation approach to portable ontology specifications / R. G. Thomas. - Knowledge Acquisition, 1993. - Vol. 5 (2). - P. 99-220.
38. Van Eck N. J., Waltman L. Visualizing Bibliometric Networks // Measuring Scholarly Impact: Methods and Practice / Eds. Ding Y., Rousseau R., Wolfram D. Springer, 2014. P. 284-321.
39. Zakharova A.A., Podvesovskii A.G., Shklyar A.V. Visual and cognitive interpretation of heterogeneous data // Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci. 2019. XLII-2/W12. Pp. 243-247. doi:https://doi.org/10.5194/isprs-archives-XLII-2-W12-243-2019.
40. Azhmuhamedov I. M. Metodologiya modelirovaniya slaboformalizuemyh sociotehnicheskih sistem / I. M. Azhmuhamedov, O. M. Protalinskiy // Iskusstvennyy intellekt i prinyatie resheniy. 2014. № 3. S. 85-91.
41. Akperov G.I., Osipenko I.A., Hramov V.V. Identifikaciya social'no-ekonomicheskih ob'ektov geoinformacionnogo prostranstva metodom semanticheskoy triangulyacii// Intellektual'nye resursy - regional'nomu razvitiyu. - 2020. - № 2. - S. 59-64. - EDN EJMVBM.
42. Akperov I.G., Hramov V.V. Myagkie modeli ocenki sostoyaniya informacionnoy ekologii edinogo geoinformacionnogo prostranstva regiona//Innovacionnye tehnologii v nauke i obrazovanii (sbornik nauchnyh trudov VIII Mezhdunarodnoy nauchno-prakticheskoy konferencii «ITNO 2020», s. Divnomorskoe): OOO "DGTU-PRINT" (Rostov-na-Donu).- 2020. - S. 29-33. - DOIhttps://doi.org/10.23947/itno.2020.29-33. - EDN VEMAGF.
43. Akperov I.G., Hramov V.V. Myagkie modeli funkcional'noy svyaznosti izmereniy geoinformacionnogo prostranstva regiona//Intellektual'nye resursy - regional'nomu razvitiyu. - 2020. - № 2. - S. 54-59. - EDN VMPSGD.
44. Arapova E.A., Kramarov S.O., Saharova L.V. Razrabotka koncepcii intellektual'noy platformy dlya realizacii individual'noy traektorii obucheniya s uchetom bazovogo urovnya znaniy i psihotipa obuchayuschegosya // Vestnik kibernetiki. №1 (45). S. 6-15
45. Blinov V. I., Sergeev I. S. Modeli smeshannogo obucheniya v professional'nom obrazovanii: tipologiya, pedagogicheskaya effektivnost', usloviya realizacii //Professional'noe obrazovanie i rynok truda. 2021. № 1 (44). S. 4-25. DOI:https://doi.org/10.24412/2307-4264-2021-01-04-25
46. Bol'shakov A.A., Vishtak O.V., Frolov D.A. Formirovanie modeli uchebnogo kursa interaktivnoy komp'yuternoy obuchayuschey sistemy na osnove nechetkoy kognitivnoy karty // Vestnik AGTU. Seriya: Upravlenie, vychislitel'naya tehnika i informatika. 2016. №2.
47. Borisov V.V., Fedulov A.S. «Sovmestimye» nechetkie kognitivnye karty // Sistemy komp'yuternoy matematiki i ih prilozheniya. 2016. № 17. S. 41-43.
48. Bocharov A.A., Kramarov S.O., Hramov V. V., Mityasova O.Yu., Grebenyuk E.V. Svidetel'stvo o registracii programmy dlya EVM № 2020617766 ot 19.05.2021 https://www1.fips.ru/registers-doc-view/fips_servlet?DB=EVM&rn=6363&DocNumber=2021617766&TypeFile=html
49. Bruskin S.N. Metody i instrumenty prodvinutoy biznes-analitiki dlya korporativnyh informacionno-analiticheskih sistem v epohu cifrovoy transformacii // Sovremennye informacionnye tehnologii i IT-obrazovanie. 2016. T. 12. № 3-17. S.234-239.
50. Vserossiyskaya sistema proverki kontragentov. URL: https://zachestnyibiznes.ru/ (data obrascheniya: 20.07.2022).
51. Gorbacheva A. A., Hramov V. V. Geoinformacionnoe prostranstvo territorii kak model' celostnoy samoorganizuyuscheysya system of systems //Intellektual'nye resursy - regional'nomu razvitiyu. - 2020. - № 2. - S. 21-26. - EDN YLIIFW.
52. GOST R 59871-2021. Informacionno-kommunikacionnye tehnologii v obrazovanii. Cifrovaya nauchno-obrazovatel'naya sreda. Obschie polozheniya.
53. Gumanoidnye roboty [Elektronnyy resurs]: RoboTrends - Rezhim dostupa: https://robotrends.ru/robopedia/antropomorfnye-roboty
54. Dautova O.B. Massovyy format smeshannogo obucheniya kak dvizhenie k cifrovoy transformacii obrazovaniya / O. B. Dautova, E. Yu. Ignat'eva, O. N. Shilova // Nepreryvnoe obrazovanie: XXI vek. 2020. Vyp. 3 (31). DOI:https://doi.org/10.15393/j5.art.2020. 6045.
55. Derbicheva A.A. Formirovanie modeli analiza finansovogo rezul'tata deyatel'nosti organizacii // Uchet. Analiz. Audit. 2018. №2.
56. Dulin S. K., Dulina N. G, Ermakov P. V. Agregirovanie geokoncepciy pri generalizacii karty s uchetom logicheskoy soglasovannosti i semanticheskoy tochnosti//Sistemy i sredstva informatiki. - 2013. - T. 23. - № 2. - S. 115-132. - EDN ROYARH.
57. Dulin S. K., Rozenberg I. N., Umanskiy V. I. Analiz neopredelennosti geodannyh v modelyah geograficheskogo prostranstva//Sistemy i sredstva informatiki. - 2010. - T. 20. - № 2. - S. 254-286. - EDN NTMGNB.
58. Dulin S.K., Dulina N.G., Kozhunova O.S. Kognitivnaya interoperabel'nost' ekspertnoy deyatel'nosti i ee prilozhenie v geoinformatike //Konferenciya po iskusstvennomu intellektu (KII-2012): Trudy 13-y Nacional'noy konferencii po iskusstvennomu intellektu s mezhdunarodnym uchastiem.- Belgorod: BGTU, 2012.- S.351-357
59. Dulin S.K., Dulina N.G., Kozhunova O.S. Sintez geodannyh v prostranstvennyh infrastrukturah na osnove svyazannyh dannyh / // Informatika i ee primeneniya. - 2019. - T. 13. - № 1. - S. 82-90. - DOIhttps://doi.org/10.14357/19922264190112. - EDN ZASZIT.
60. Dulin S.K., Dulina N.G., Kosarik V.V., Nikishin D.A. Maket interoperabel'noy informacionno-analiticheskoy sistemy dlya obespecheniya prostranstvennogo i semanticheskogo poiska i analiza geodannyh//Sistemy i sredstva informatiki. - 2017. - T. 27. - № 1. - S. 46-59. - DOIhttps://doi.org/10.14357/08696527170103. - EDN YODCZV.
61. Dulin S.K., Rozenberg I.N., Umanskiy V.I. Aspekty prostranstvennoy soglasovannosti geograficheskoy informacionnoy sistemy / // Sistemy i sredstva informatiki. - 2011. - T. 21. - № 2. - S. 73-96. - EDN OKHOEP.
62. Dulin S.K., Rozenberg I.N., Umanskiy V.I. O probleme integracii informacionnyh resursov//Sistemy i sredstva informatiki. - 2019. - T. 29. - № 3. - S. 127-138. - DOIhttps://doi.org/10.14357/08696527190311. - EDN PGJIFL.
63. Zheltova A.A., Fomicheva E.I. Analiz otrasli kak vazhnaya sostavlyayuschaya strategicheskogo analiza deyatel'nosti organizacii // Kontentus. 2015. №6 (35).
64. Zaharova A.A., Podvesovskiy A.G., Isaev R.A. Matematicheskoe i programmnoe obespechenie podderzhki kognitivnogo modelirovaniya slabostrukturirovannyh organizacionno-tehnicheskih sistem // Trudy Mezhdunarodnoy nauchnoy konferencii Nizhegorodskogo gosudarstvennogo arhitekturno-stroitel'nogo universiteta i NIC fiziko-tehnicheskoy informatiki. CPT2019. 2019. S. 131-141.
65. Zimonina Yu.V., Isaev R.A., Podvesovskiy A.G. Podsistema obmena dannymi v sostave sistemy podderzhki prinyatiya resheniy na osnove kognitivnogo modelirovaniya «Igla»: arhitektura i osobennosti realizacii // Fiziko-tehnicheskaya informatika (CPT2020): materialy VIII Mezhdunarodnoy konferencii, Puschino, Moskovskaya obl., 2020. S. 12-16. DOI: https://doi/10.30987/conferencearticle_5fd755bf7df3d1.35307822.
66. Isaev R.A., Podvesovskiy A.G. Verifikaciya prichinno-sledstvennyh svyazey v kognitivnyh modelyah na osnove primeneniya metafor vizualizacii nechetkih kognitivnyh kart // Nauchnaya vizualizaciya. 2020. T. 12. № 4. S. 1-8. DOI: https://doi/10.26583/sv.12.4.01.
67. Isaev R.A., Podvesovskiy A.G. Verifikaciya prichinno-sledstvennyh svyazey v kognitivnyh modelyah s ispol'zovaniem metafor vizualizacii nechetkih kognitivnyh kart (2020). Nauchnaya vizualizaciya, Vol. 12 (4), str. 1-8. DOI:https://doi.org/10.26583/12.4.01
68. Kalyanov G.N. Konceptual'naya model' DFD-tehnologii // Otkrytoe obrazovanie. 2017. №4.
69. Kalyanov G.N., Kupriyanov B.V., Lukinova O.V. Adaptaciya DFD-tehnologii pri modelirovanii biznes-sistem v srede RDS // Otkrytoe obrazovanie. 2019. №2.
70. Karpik A.P. K 26 Metodologicheskie i tehnologicheskie osnovy geoinformacionnogo obespecheniya territoriy: Monografiya. - Novosibirsk: SGGA, 2004. - 260 s
71. Kozlov O.A., Novikova I.V., Macuy N.V., Polozhenceva I.V. Razvitie smeshannogo obucheniya v obrazovatel'nyh organizaciyah vysshego obrazovaniya v usloviyah cifrovoy transformacii obrazovaniya // Sovremennoe pedagogicheskoe obrazovanie. 2022. № 4. S. 15-20.
72. Koryagin A.V., Smol'yaninova N.M., 'Obrazovatel'naya robototehnika, Sbornik metodicheskih rekomendaciy i praktikumov' - Moskva: DMK-Pressb 2016 - s.254
73. Kramarov S. O., Grebenyuk E. V. Edinoe informacionnoe prostranstvo kak sistema sistem//Vestnik kibernetiki. №4 (44) (2021).- s. 6-14 https://doi.org/10.34822/1999-7604-2021-4-6-11
74. Kramarov S. O., Grebenyuk E. V., Lindenbaum T.M. Trudy Mezhdunarodnoy nauchno-prakticheskoy konferencii «Transport: nauka, obrazovanie, proizvodstvo» («Transport-2020») RGUPS, Rn/D.-2019, S. 74-78 https://www.elibrary.ru/item.asp?id=44058363
75. Kramarov S. O., Hramov V. V., Saharova L. V., Mityasova O. Yu. Analiz perspektiv primeneniya koncepcii geoinformacionnogo prostranstva na osnove nechetkih metodov i algoritmov obrabotki dannyh sputnikovogo monitoringa//Sbornik tezisov dokladov pyatnadcatoy Vserossiyskoy otkrytoy konferencii "Sovremennye problemy distancionnogo zondirovaniya Zemli iz kosmosa".-Moskva: Institut kosmicheskih issledovaniy Rossiyskoy akademii nauk, 2017. - S. 97. - EDN WDIHTF.
76. Kramarov S.O., Saharova L.V. Upravlenie slozhnymi ekonomicheskimi sistemami metodom nechetkih klassifikatorov // Nauchnyy vestnik YuIM, 2017, № 2. - S. 42 - 50.
77. Kuz'minov Ya. Glavnyy trend rossiyskogo obrazovaniya - cifrovizaciya. URL: www.ug.ru (data obrascheniya: 12.05.2019).
78. Kulinich A.A. Komp'yuternye sistemy analiza situaciy i podderzhki prinyatiya resheniy na osnove kognitivnyh kart: podhody i metody // Problemy upravleniya. 2011. № 4. S. 31-45.
79. Lisickiy D.V., Kacko S.Yu. Pol'zovatel'skiy segment edinogo territorial'nogo geoinformacionnogo prostranstva//Vestnik SGUGiT (Sibirskogo gosudarstvennogo universiteta geosistem i tehnologiy). - 2016. - № 4(36). - S. 89-99. - EDN XQYXNF.
80. Makarov O.S., Schennikova E.V. Cravnitel'nyy analiz tehnologii ASP.NET CORE // E-Scio. 2020. №7 (46).
81. Makeeva O.V., Sartakov M.V., Chernov E.A. Modelirovanie informacionnyh processov s pomosch'yu UML // Innovacii i investicii. 2021. №9.
82. Mul'timediynaya zhurnalistika. M.: VShE, 2017. 413 s.
83. Nakano E. 'Vvedenie v robototehniku' - Moskva: Mir, 1988 - s.334
84. Nacional'nye interesy i voprosy regional'nogo razvitiya v sisteme prioritetov mezhdunarodnoy deyatel'nosti rossiyskih universitetov: kollektivnaya monografiya / Pod red. S.O. Kramarova, N.V. Pelihova, V.I. Skorobogatovoy. M.: RIOR, 2021. 266 s. DOI: https://doi/10.29039/02084-5.
85. Nacional'nyy proekt «Obrazovanie» [Elektronnyy resurs]: Minprosveschenie Rossii. - Rezhim dostupa: https://edu.gov.ru/national-project/
86. Neguch N.A. Obzor i sravnenie programmnyh produktov dlya analiza finansovogo sostoyaniya predpriyatiya // Molodoy uchenyy. 2019. № 21 (259). S. 229-233.
87. Osnovy ergotehnicheskogo podhoda k formirovaniyu elektronnoy obrazovatel'noy sredy / A.A. Bocharov, S.O. Kramarov, V.V. Hramov i dr. M.: Izdatel'skiy Centr RIOR, 2021. 160 s. DOI: https://doi/https://doi.org/10.29039/02086-9.
88. Panin S.B. Sovremennye naukometricheskie sistemy «WoS» i «Scopus»: izdatel'skie problemy i novye orientiry dlya rossiyskoy vuzovskoy nauki. Gumanitarnye issledovaniya Central'noy Rossii, (3 (12)), 51-65. 2019. doi:https://doi.org/10.24411/2541-9056-2019-11030.
89. Petuhov, R. N. Primenenie tehnologii «tonkiy klient» na promyshlennyh predpriyatiyah // Molodoy uchenyy. - 2016. - № 17 (121). - S. 71-74.
90. Podvesovskiy A.G., Isaev R.A. Identifikaciya struktury i parametrov nechetkih kognitivnyh modeley: ekspertnye i statisticheskie metody//International Journal of Open Information Technologies. - 2019. - T. 7. - № 6. - S. 35-61.
91. Podgorskaya S.V., Podvesovskiy A.G., Isaev R.A. [i dr.]. Postroenie nechetkih kognitivnyh modeley social'no-ekonomicheskih sistem na primere modeli upravleniya kompleksnym razvitiem sel'skih territoriy/ // Biznes-informatika. - 2019. - T. 13. -№ 3. - S. 7-19. DOI:https://doi.org/10.17323/1998-0663.2019.3.7.19
92. Popov O.R. Adaptaciya mirovyh praktik k probleme dolgosrochnogo tehnologicheskogo prognozirovaniya sostoyaniya samoorganizuyuschihsya intellektual'nyh sistem // Intellektual'nye resursy - regional'nomu razvitiyu. 2021. № 2. S. 91-98.
93. Popov O.R., Kramarov S.O. Issledovanie rasprostraneniya informacii v setyah, strukturirovannyh iz nabora prognosticheskih terminov//Vestnik kibernetiki. - 2022. - № 1(45). - S. 38-45. - DOIhttps://doi.org/10.34822/1999-7604-2022-1-38-45.
94. Poslanie Prezidenta Federal'nomu Sobraniyu 1 marta 2018 goda. URL: http:// kremlin.ru/events/president/news/56957 (data obrascheniya: 12.05.2019).
95. Robert I.V. Razvitie informatizacii obrazovaniya na osnove cifrovyh tehnologiy: intellektualizaciya processa obucheniya, vozmozhnye negativnye posledstviya // Nauka o cheloveke: gumanitarnye issledovaniya. 2017. № 4 (30). S. 65-71.
96. Robert I.V. Razvitie informatizacii obrazovaniya na osnove cifrovyh tehnologiy: intellektualizaciya processa obucheniya, vozmozhnye negativnye posledstviya // Nauka o cheloveke: gumanitarnye issledovaniya. 2017. № 4 (30). S. 65-71.
97. Romanov S.S. Ob infologicheskom modelirovanii baz dannyh s pomosch'yu normalizacii ER-diagramm // Tavricheskiy nauchnyy obozrevatel'. 2017. №1 (18).
98. Sarsimbaeva S.M., Saymagambetova A.Zh. Primenenie yazyka programmirovaniya C# i platformy. Net 4.0 dlya ob'ektno-orientirovannogo modelirovaniya // Ob'ektnye sistemy. 2012. №1 (6).
99. Sar'yan V.K., Rusakov A.A., Levashov V.K. Neobhodimost' renovaciy sistemy upravleniya obrazovatel'nymi uchrezhdeniyami RF v sovremennyh usloviyah zhestokoy (besprecedentnoy) sankcionnoy voyny so storony kollektivnogo Zapada //Informatizaciya obrazovaniya - 2022 : sbornik materialov Mezhdunarodnoy nauchno-prakticheskoy konferencii, g. Lipeck, 25-27 maya 2022 goda. - Lipeck : Izd-vo Lipeckogo gosudarstvennogo tehnicheskogo universiteta, 2022. S. 8-22
100. Sar'yan V.K., Levashov V.K., Mescheryakov R.V. Tehnicheskie, social'nye i upravlencheskie aspekty stanovleniya gipersvyazannogo mira // Mezhdunarodnaya nauchnaya konferenciya «Koevolyuciya tehniki i obschestva v kontekste cifrovoy epohi»: sb. dokladov. (Moskva, MEI, 17-18 dekabrya 2020). - M.: Izdatel'skiy dom MEI, 2020.
101. Sigov A.S., Andrianova E.G., Zhukov D.O. [i dr.] Kvantovaya informatika: obzor osnovnyh dostizheniy // Rossiyskiy tehnologicheskiy zhurnal. - 2019. - T. 7. - № 1(27). - S. 5-37. - DOIhttps://doi.org/10.32362/2500-316X-2019-7-1-5-37.
102. Silov V. B. Prinyatie strategicheskih resheniy v nechetkoy obstanovke // INPRO-RES. M., 1995. 228 s.
103. Spiridonov A.M., Prizmazonov A.M. 'Tehnologiya zheleznodorozhnogo stroitel'stva: Uchebnik dlya specialistov' - Moskva: UMC ZhDT, 2014. - 592 s
104. Sposob formirovaniya informacionnogo obraza robota-assistenta prepodavatelya vuza / E.V. Golubenko, O.Yu. Mityasova, T.S. Aleksandrova i dr. //Cifrovye infokommunikacionnye tehnologii: sbornik nauchnyh trudov. Rostov-na-Donu: Rostovskiy gosudarstvennyy universitet putey soobscheniya, 2021. S. 38-41.
105. Sposoby peremescheniya [Elektronnyy resurs]: Vse o robototehnike. - Rezhim dostupa: https://www.sites.google.com/site/vsoorobototehnike/o-robote/sposoby-peremesenia
106. Strategiya razvitiya otrasli informacionnyh tehnologiy v Rossiyskoy Federacii na 2014 - 2020 gody i na perspektivu do 2025 goda
107. Sekulich N.B. Elektronnaya informacionno-obrazovatel'naya sreda universiteta: principy postroeniya i struktura // Vestnik BGU. 2016. №4.
108. Tanatkanova A.K., Zhambaeva A.K. Postroenie klient-servernyh prilozheniy // Nauka i obrazovanie segodnya. 2019. №6-2 (41).
109. Tret'yakov B.C., Larionova V.A. Otkrytye onlayn-kursy kak instrument modernizacii obrazovatel'noy deyatel'nosti v vuze // Vysshee obrazovanie v Rossii. 2016. № 7 (203). S. 55-66.
110. Ukaz Prezidenta RF ot 02.03.2022 N 83 "O merah po obespecheniyu uskorennogo razvitiya otrasli informacionnyh tehnologiy v Rossiyskoy Federacii"
111. Finansovyy analiz - sravnenie finansovogo sostoyaniya firmy s otraslevymi pokazatelyami i konkurentami. URL: https://www.testfirm.ru/ (data obrascheniya: 20.07.2022).
112. Holodova M.A., Podvesovskiy A.G., Isaev R.A Nechetkaya kognitivnaya model' strategicheskogo upravleniya agroprodovol'stvennym rynkom // Modeli, sistemy, seti v ekonomike, tehnike, prirode i obschestve. 2022. № 2. S. 106-125. DOI: https://doi/10.21685/2227-8486-2022-2-8.
113. Hramov V.V. Metod kognitivnogo cifrovogo kodirovaniya slozhnoorganizovannoy informacii // Trudy Vserossiyskoy nauchno-prakticheskoy konferencii. Transport-2006. Rostov-na-Donu: Rostovskiy gosudarstvennyy universitet putey soobscheniya, 2006. S. 229.
114. Hramov V.V. Osnovy informacionnogo podhoda k upravleniyu podgotovkoy specialistov v sfere voennogo obrazovaniya // Puschinskiy nauchnyy centr RAN (ONTI PNC RAN), Puschino. 200. - 212 s. - ISBN 5-201-14458-6. - EDN YTPBDV.
115. Emocional'nye roboty [Elektronnyy resurs]: Nauchno-populyarnyy portal Zanimatel'naya Robototehnika - Rezhim dostupa: http://edurobots.ru/2015/08/emocionalnye-roboty/
