Первый закон Тоблера в цифровой экономике на основе Интернета всего: первоочередные вопросы
DOI:
https://doi.org/10.17072/1994-9960-2023-2-151-175Аннотация
Введение. Американский исследователь У. Тоблер сформулировал «первый закон географии», соединив местоположение с процессом взаимодействия экономических агентов. На этой основе создавался пространственный анализ и идентифицировались пространственные взаимодействия в эпоху до Интернета. Однако развитие информационно-коммуникационных технологий поставило под сомнение значимость местоположения и географического расстояния в формирующейся цифровой экономике на основе Интернета людей. После научной дискуссии по этой проблематике и проведения эмпирических исследований установлено, что современная цифровая экономика, в том числе создаваемая на основе Интернета вещей, в определенной мере зависит от реального географического пространства. Дальнейшее развитие технологий ведет к тому, что в следующем десятилетии сформируется цифровая экономика на основе Интернета всего. В настоящее время нет данных о том, как будут осуществляться взаимодействия между пространственно распределенными экономическими агентами в будущем цифровом мире.
Цель. Формулировка вопросов по первому закону Тоблера, будущие ответы на которые позволят подтвердить или опровергнуть гипотезу существования пространственных взаимодействий в цифровой экономике на основе Интернета всего.
Результаты. Для достижения поставленной цели проанализирован первый закон Тоблера, что в отечественной научной литературе сделано впервые, сформулированы основные следствия и неопределенности этого закона, уточнено понятие «пространственное взаимодействие», приведена краткая характеристика Интернета вещей и Интернета всего, представлены контуры будущей цифровой экономики и сформулированы основные вопросы.
Выводы. Представлены семь вопросов, ответы на которые позволят с разных сторон подойти к идентификации пространственных взаимодействий через межмашинное взаимодействие, охват всех видов экономической деятельности, географическую близость к конечному потребителю, гравитационное взаимодействие, экономико-географическое положение, экономическое районирование и пространственную автокорреляцию.
Ключевые слова: цифровая экономика, беспроводная связь, пространственное взаимодействие, экономический агент, Интернет вещей, Интернет всего, экономико-географическое положение, гравитационная модель, экономическое районирование, пространственная автокорреляция
Для цитирования
Блануца В. И. Первый закон Тоблера в цифровой экономике на основе Интернета всего: первоочередные вопросы // Вестник Пермского университета. Сер. «Экономика». 2023. Т. 18, №2. С. 151–175. DOI 10.17072/1994-9960-2023-2-151-175
Список источников
- Бухт Р., Хикс Р. Определение, концепция и измерение цифровой экономики // Вестник международных организаций. 2018. Т. 13, № 2. С. 143–172. https://doi.org/10.17323/1996-7845-2018-02-07
- Goliński M. Digital economy, information economy, knowledge-based economy: Different definitions of the same phenomena or similar concepts defining different phenomena? // Collegium of Economic Analysis Annals. No. 49. P. 177–190.
- Белоусов Ю. В., Тимофеева О. И. Методология определения цифровой экономики // Мир новой экономики. 2019. Т. 13, № 4. С. 79–89. https://doi.org/26794/2220-6469-2019-13-4-79-89
- Дьяченко О. В. Дефиниция категории «цифровая экономика» в зарубежной и отечественной экономической науке // Экономическое возрождение России. 2019. № 1. С. 86–98.
- Клочкова Е. Н., Прохоров П. Е. Определение цифровой экономики для целей статистического исследования // Вопросы статистики. 2020. Т. 27, № 4. С. 66–79. https://doi.org/10.34023/2313-6383-2020-27-4-66-79
- Williams L. D. Concepts of digital economy and Industry 4.0 in intelligent and information systems // International Journal of Intelligent Networks. 2021. Vol. 2. P. 122–129. https://doi.org/10.1016/j.ijin.2021.09.002
- Tapscott D. The Digital Economy: Promise and Peril in the Age of Networked Intelligence. New York: McGraw-Hill, 1994. 368 p.
- Sturgeon T. J. Upgrading strategies for the digital economy // Global Strategy Journal. 2021. Vol. 11, issue 1. P. 34–57. https://doi.org/10.1002/gsj.1364
- Di Martino B., Li K.-C., Yang L. T., Esposito A. (Eds.) Internet of Everything: Algorithms, Methodologies, Technologies and Perspectives. Singapore: Springer, 2018. 236 p.
- Sheth K., Patel K., Shah H., Tanwar S., Gupta R., Kumar N. A taxonomy of AI techniques for 6G communication networks // Computer Communications. 2020. Vol. 161. P. 279–303. https://doi.org/10.1016/j.comcom.2020.07.035
- Da Costa V. C. F., Oliveira L., de Souza J. Internet of Everything (IoE) taxonomies: A survey and a novel knowledge-based taxonomy // Sensors. 2021. Vol. 21, issue 2. e568. https://doi.org/10.3390/s21020568
- Guo F., Yu F. R., Zhang H., Li X., Ji H., Leung V. C. M. Enabling massive IoT toward 6G: A comprehensive survey // IEEE Internet of Things Journal. 2021. Vol. 8, issue 15. P. 11891–11915. https://doi.org/10.1109/JIOT.2021.3063686
- Prateek K., Ojha N. K., Altaf F., Maity S. Quantum secured 6G technology-based applications in Internet of Everything // Telecommunication Systems. 2023. Vol. 82. P. 315–344. https://doi.org/10.1007/s11235-022-00979-y
- Fujita Spatial interactions and agglomeration in urban economies // Chatterji M., Kuenne R. E. (Eds.). New Frontiers in Regional Science. London: Palgrave Macmillan, 1990. P. 184–221. https://doi.org/10.1007/978-1-349-10633-2_14
- Wang J. Economic geography: Spatial Interaction // Richardson D., Castree N., Goodchild M. F., Kobayashi A., Liu W., Marston R. A. (Eds.). The International Encyclopedia of Geography: People, the Earth, Environment and Technology. Chichester: John Wiley & Sons, 2017. Vol. 13. e0641. https://doi.org/10.1002/9781118786352.wbieg0641
- Tobler W. R. A Computer movie simulating urban growth in the Detroit region // Economic 1970. Vol. 46. P. 234–240. https://doi.org/10.2307/143141
- Fotheringham A., O’Kelly M. E. Spatial Interaction Models: Formulations and Applications. New York: Springer, 1989. 224 p.
- O’Brien R. Global Financial Integration: The End of Geography. London: Royal Institute of International Affairs, 1992. 120 p.
- Cairncross F. The Death of Distance: How the Communications Revolution Will Change Our Lives. Boston: Harvard Business School Press, 1997. 303 p.
- Graham S. The end of geography or the explosion of place? Conceptualizing space, place and information technology // Progress in Human Geography. 1998. Vol. 22, no. 2. P. 165–185.
- Olson G. M., Olson J. S. Distance matters // Human-Computer Interaction. 2000. Vol. 15. P. 139–178. https://doi.org/1207/S15327051HCI1523_4
- Greig J. M. The end of geography? Globalization, communications, and culture in the international system // Journal of Conflict Resolution. 2002. Vol. 46, issue 2. P. 225–243. https://doi.org/10.1177/0022002702046002003
- Morgan K. The exaggerated death of geography: Learning, proximity and territorial innovation systems // Journal of Economic Geography. 2004. Vol. 4, issue 1. P. 3–21. http://dx.doi.org/10.1093/jeg/4.1.3
- Lendle A., Olarreaga M., Schropp S., Vézina P.-L. There goes gravity: EBay and the death of distance // The Economic Journal. 2016. Vol. 126, issue 591. P. 406–441. https://doi.org/10.1111/ecoj.12286
- Stallkamp M., Schotter A. P. J. Platform without borders? The international strategies of digital platform firms // Global Strategy Journal. 2021. Vol. P. 58–80. https://doi.org/10.1002/gsj.1336
- Li F., Chen Y., Liu L., Zhuang M. Do cross-national distances still affect the international penetration speed of digital innovation? The role of the global network effect // Heliyon. 2023. Vol. 9, issue 3. e13911. https://doi.org/10.1016/j.heliyon.2023.e13911
- Aslesen H. W., Martin R., Sarbo S. The Virtual is reality! On physical and virtual space in software firms’ knowledge formation // Entrepreneurship and Regional Development. 2019. Vol. 31, issue 9–10. 669–682. https://doi.org/10.1080/08985626.2018.1552314
- Lutz S. U. The European digital single market strategy: Local indicators of spatial association 2011–2016 // Telecommunications Policy. 2019. Vol. 43, issue 5. P. 393–410. https://doi.org/10.1016/j.telpol.2018.10.003
- Ding C., Liu C., Zheng C., Li F. Digital economy, technological innovation and high-quality economic development: Based on spatial effect and mediation effect // Sustainability. 2022. Vol. 14, issue 1. e216. https://doi.org/10.3390/su14010216
- Wang H., Hu X., Ali N. Spatial characteristics and driving factors toward the digital economy: Evidence from prefecture-level cities in China // Journal of Asian Finance, Economics and Business. 2022. Vol. 9, issue 2. P. 419–426. https://doi.org/10.13106/jafeb.2022.vol9.no2.0419
- Zhu W., Chen J. The spatial analysis of digital economy and urban development: A case study in Hangzhou, China // Cities. 2022. Vol. 123. e103563. https://doi.org/10.1016/j.cities.2022.103563
- Chen Y., Xu S., Lyulyov O., Pimonenko T. China’s digital economy development: Incentives and challenges // Technological and Economic Development of Economy. 2023. Vol. 29, no. 2. P. 518–538. https://doi.org/10.3846/tede.2022.18018
- Roy J. R., Thill J. Spatial interaction modelling // Florax R. J. G. M., Plane D. A. (Eds.). Fifty Years of Regional Science. Berlin; Heidelberg: Springer, 2004. P. 339–361. https://doi.org/10.1007/978-3-662-07223-3_15
- Pooler J. An extended family of spatial interaction models // Progress in Human Geography. 1994. Vol. 18, issue 1. P. 17–39. https://doi.org/10.1177/030913259401800102
- Dobkins L. H., Ioannides Y. M. Spatial interactions among U.S. cities: 1900–1990 // Regional Science and Urban Economics. 2001. Vol. 31, issue 6. P. 701–731. https://doi.org/10.1016/S0166-0462(01)00067-9
- Tan R., Zhou K., He Q., Xu H. Analyzing the effects of spatial interaction among city clusters on urban growth – Case of Wuhan urban agglomeration // Sustainability. 2016. Vol. 8, issue 8. e759. https://doi.org/10.3390/su8080759
- Ferraresi M. Political cycles, spatial interactions and yardstick competition: Evidence from Italian cities // Journal of Economic Geography. 2020. Vol. 20, issue 4. P. 1093–1115. http://dx.doi.org/10.1093/jeg/lbz036
- Mosconi E. M., Colantoni A., Gambella F., Cudlinová E., Salvati L., Rodrigo-Comino J. Revisiting the environmental Kuznets сurve: The spatial interaction between economy and territory // Economies. 2020. Vol. 8, issue 3. e74. https://doi.org/10.3390/economies8030074
- Kivi L. H., Paas T. Spatial Interactions of employment in European labour markets // Eastern Journal of European Studies. 2021. Vol. 12. P. 196–211. https://doi.org/10.47743/ejes-2021-SI09
- Kim J. S., Patacchini E., Picard P. M., Zenou Y. Spatial Interactions (IZA DP No. 15376). Bonn: IZA Institute of Labor Economics, 2022. 60 p.
- Bergstrand J. H. The gravity equation in international trade: Some microeconomic foundations and empirical evidence // The Review of Economics and Statistics. 1985. Vol. 67, no. 3. P. 474–481. https://doi.org/2307/1925976
- Anderson J. E. The gravity model // Annual Review of Economics. 2011. Vol. 3. P. 133–160. https://doi.org/10.1146/annurev-economics-111809-125114
- Nijkamp P., Ratajczak W. Gravitational analysis in regional science and spatial economics: A vector gradient approach to trade // International Regional Science Review. 2021. Vol. 44, issue 3–4. P. 400–431. https://doi.org/10.1177/0160017620980519
- Nadal J. R., Gallego M. S. Gravity models for tourism demand modeling: Empirical review and outlook // Journal of Economic Surveys. 2022. Vol. 36, issue 5. P. 1358–1409. https://doi.org/10.1111/joes.12502
- Capoani L. Review of the gravity model: Origins and critical analysis of its theoretical development // SN Business and Economics. 2023. Vol. 3. e95. https://doi.org/10.1007/s43546-023-00461-0
- Fotheringham A. S., Brunsdon C., Charlton M. Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Chichester: John Wiley & Sons, 2002. 269 p.
- Lu B., Charlton M., Harris P., Fotheringham A. S. geographically weighted regression with a non-euclidean distance metric: A case study using hedonic house price data // International Journal of Geographical Information Science. 2014. Vol. 28, issue 4. P. 660–681. https://doi.org/10.1080/13658816.2013.865739
- Fotheringham A. S., Yang W., Kang W. Multiscale geographically weighted regression (MGWR) // Annals of the American Association of Geographers. 2017. Vol. 107, issue 6. P. 1247–1265. https://doi.org/10.1080/24694452.2017.1352480
- Kim M.-K., Graefe D. Geographically weighted regression to explore spatially varying relationships of recreation resource impacts: A case study from Adirondack Park, New York, USA // Journal of Park and Recreation Administration. 2021. Vol. 39, no. 2. P. 43–63. https://doi.org/10.18666/JPRA-2020-10515
- Klippel A., Hardisty F., Li R. Interpreting spatial patterns: An inquiry into formal and cognitive aspects of Tobler’s first law of geography // Annals of the Association of American Geographers. 2011. 101, issue 5. P. 1011–1031. https://doi.org/10.1080/00045608.2011.577364
- Mitchell R., Lee D. Is there really a “wrong side of the tracks” in urban areas and does it matter for spatial analysis? // Annals of the Association of American Geographers. 2014. Vol. 104, issue 3. P. 432–443. https://doi.org/10.1080/00045608.2014.892321
- Huang H.-C., Hung C.-F., Peng C.-L., Liao T.-H. Business income tax from profit-seeking enterprises and spatial autocorrelation: Do local economic characteristics matter? // Land. 2022. Vol. 11, issue 9. e1533. https://doi.org/10.3390/land11091533
- Longley P. A., Goodchild M. F., Maguire D. J., Rhind D. W. (Eds.) Geographic Information Systems and Science. 4th Ed. New York: Wiley, 2015. 496 p.
- Блануца В. И. Пространственная диффузия цифровых инноваций: тренды, проблемы и перспективы эмпирических исследований // Пространственная экономика. 2021. Т. 14, № 4. С. 118–142. https://doi.org/10.14530/se.2021.4.118-142
- Блануца В. И. Районирование цифрового экономического пространства: контуры формирующихся подходов // Пространственная экономика. 2022. Т. 18, № 2. С. 56–82. https://doi.org/10.14530/se.2022.2.056-082
- Lu Y., Cao K. Spatial analysis of big data industrial agglomeration and development in China // Sustainability. 2019. Vol. 11, issue 6. e1783. https://doi.org/10.3390/su11061783
- Corradini C., Santini E., Vecciolini C. The geography of Industry 4.0 technologies across European regions // Regional Studies. 2021. Vol. 55, issue 10– P. 1667–1680. https://doi.org/10.1080/00343404.2021.1884216
- Russo M., Caloffi A., Colovic A., Pavone P., Romeo S., Rossi F. Mapping regional strengths in a key enabling technology: The distribution of Internet of Things competences across European regions // Papers in Regional Science. 2022. Vol. 101, issue 4. P. 875–900. https://doi.org/10.1111/pirs.12679
- Li X. The first law of geography and spatial-temporal proximity // Chinese Journal of Nature. 2007. Vol. 29, issue 2. P. 69–71.
- Grasland C. Spatial analysis of social facts // Bavaud F., Mager C. (Eds.). Handbook of Theoretical and Quantitative Geography. Lausanne: University of Lausanne, 2009. P. 117–174.
- Sun J., Pan Y., He R., Liu H., Chang N., Liu S., Li H. The enlightenment of geographical theories construction from the first law of geography and its debate // Geographical Research. 2012. Vol. 31, issue 10. P. 1737–1748. https://doi.org/10.11821/yj2012100001
- Westlund H. A Brief history of time, space, and growth: Waldo Tobler’s first law of Geography revisited // The Annals of Regional Science. Vol. 51, no. 3. P. 917–924. https://doi.org/10.1007/s00168-013-0571-3
- Sui D. Z. Tobler’s first law of geography: A big idea for a small world? // Annals of the Association of American Geographers. 2004. Vol. 94, issue 2. P. 269–277. https://doi.org/10.1111/j.1467-8306.2004.09402003.x
- Waters N. Tobler’s first law of geography // Richardson D., Castree N., Goodchild M. F., Kobayashi A., Liu W., Marston R. A. (Eds.). The International Encyclopedia of Geography: People, the Earth, Environment and Technology. Chichester: John Wiley & Sons, 2017. Vol. 13. e1011. https://doi.org/10.1002/9781118786352.wbieg1011
- Murray A. T., Xu J., Baik J., Burtner S., Cho S., Noi E., Pludow B. A., Zhou E. Overview of contributions in geographical analysis: Waldo Tobler // Geographical Analysis. 2020. Vol. 52, issue 4. P. 480–493. https://doi.org/10.1111/gean.12257
- Manning N., Li Y., Liu J. Broader applicability of the metacoupling framework than Tobler’s first law of geography for global sustainability: A systematic review // Geography and Sustainability. 2023. Vol. 4, issue 1. P. 6–18. https://doi.org/10.1016/j.geosus.2022.11.003
- Bergmann L., O’Sullivan D. Reimagining GIScience for relational spaces // The Canadian Geographer. 2018. Vol. 62, issue 1. P. 7–14. https://doi.org/10.1111/cag.12405
- Anselin L., Li X. Tobler’s law in multivariate world // Geographical Analysis. 2020. Vol. 52, issue 4. P. 494–510. https://doi.org/10.1111/gean.12237
- Agyemang F., Silva E., Amedzro K. The emergence of city-regions and their implications for contemporary spatial governance: Evidence from Ghana // Cities. 2017. Vol. 71. P. 70–79. https://doi.org/10.1016/j.cities.2017.07.009
- Church R. L. Tobler’s Law and spatial optimization: Why Bakersfield? // International Regional Science Review. 2018. Vol. 41, issue 3. P. 287–310. https://doi.org/10.1177/0160017616650612
- Joo D., Woosnam K. M., Shafer C. S., Scott D., An S. Considering Tobler’s first law of geography in a tourism context // Tourism Management. 2017. Vol. 62. P. 350–359. https://doi.org/10.1016/j.tourman.2017.03.021
- Lv Z., Zhang P., Benediktsson J. A. Automatic object-oriented, spectral-spatial feature extraction driven by Tobler’s first law of geography for very high resolution aerial imagery classification // Remote Sensing. 2017. Vol. 9, issue 3. e285. https://doi.org/10.3390/rs9030285
- Zheng B., Lin X., Yin D., Qi X. Does Tobler’s first law of geography apply to Internet attention? A case study of the Asian Elephant northern migration event // PLoS ONE. 2023. Vol. 18, no. 3. e0282474. https://doi.org/10.1371/journal.pone.0282474
- Lengyel B., Varga A., Ságvári B., Jakobi Á., Kertész J. Geographies of an online social network // PLoS ONE. 2015. Vol. 10, no. 9. e0137248. https://doi.org/10.1371/journal.pone.0137248
- Laniado D., Volkovich Y., Scellato S., Mascolo C., Kaltenbrunner A. The impact of geographic distance on online social interactions // Information Systems Frontiers. 2018. Vol. 20, no. 6. P. 1203–1218. https://doi.org/10.1007/s10796-017-9784-9
- Hecht B., Moxley E. Terabytes of Tobler: Evaluating the first law in a massive, domain-neutral representation of world knowledge // Proceedings of the 9th International Conference on Spatial Information Theory. Heidelberg: Springer, 2009. P. 88–105. https://doi.org/10.1007/978-3-642-03832-7_6
- Han S. Y., Tsou M. H., Clarke K. C. Revisiting the death of geography in the era of big data: The friction of distance in cyberspace and real space // International Journal of Digital Earth. 2018. Vol. 11, no. 5. P. 451–469. https://doi.org/10.1080/17538947.2017.1330366
- Li W., Hsu C. Y., Hu M. Tobler’s first law in GeoAI: A spatially explicit deep learning model for terrain feature detection under weak supervision // Annals of the American Association of Geographers. 2021. Vol. 111, issue 7. P. 1887–1905. https://doi.org/10.1080/24694452.2021.1877527
- Van der Zee E., Scholten H. Spatial dimensions of big data: Application of geographical concepts and spatial technology to the Internet of Things // Bessis N. Dobre C. (Eds.). Big Data and Internet of Things: A Roadmap for Smart Environments. Springer Cham, P. 137–168. https://doi.org/10.1007/978-3-319-05029-4_6
- Блануца В. И. Общественная география: цифровые приоритеты XXI века. М.: ИНФРА-М, 2022. 252 с.
- Bazargani J. S., Sadeghi-Niaraki A., Choi S.-M. A survey of GIS and IoT integration: Applications and architecture // Applied Sciences. 2021. Vol. 11, issue 21. e10365. https://doi.org/10.3390/app112110365
- Cao H., Wachowicz M. The design of an IoT-GIS platform for performing automated analytical tasks // Computers, Environment and Urban Systems. 2019. Vol. 74. P. 23–40. https://doi.org/10.1016/j.compenvurbsys.2018.11.004
- Kamilaris A., Ostermann F. Geospatial analysis and the Internet of Things // International Journal of Geo-Information. 2018. Vol. 7, issue 7. e269. https://doi.org/10.3390/ijgi7070269
- Silva D. S., Holanda M. Applications of geospatial big data in the Internet of Things // Transactions in GIS. 2022. Vol. 26, issue 1. P. 41–71. https://doi.org/10.1111/tgis.12846
- Alvarez León L. F. Property regimes and the commodification of geographic information: An examination of Google street view // Big Data and Society. 2016. Vol. 3, no. 2. P. 1–13. https://doi.org/1177/2053951716637885
- Alvarez León L. F., Gleason C. J. Production, property, and the construction of remotely sensed data // Annals of the American Association of Geographers. 2017. Vol. 107, issue 5. P. 1075–1089. https://doi.org/10.1080/24694452.2017.1293498
- Alvarez León L. F. Information policy and the spatial constitution of digital geographic information markets // Economic Geography. 2018. 94, issue 3. P. 217–237. https://doi.org/10.1080/00130095.2017.1388161
- Walker R. T. Geography, Von Thunen, and Tobler’s first law: Tracing the evolution of a concept // Geographical Review. 2022. Vol. 112, issue 4. P. 591–607. https://doi.org/10.1080/00167428.2021.1906670
- Zhu R., Janowicz K., Mai G. Making direction a first-class citizen of Tobler’s first law of geography // Transactions in GIS. 2019. Vol. 23, issue P. 398–416. https://doi.org/10.1111/tgis.12550
- Goodchild M. F. The validity and usefulness of laws in geographic information science and geography // Annals of the Association of American Geographers. Vol. 94, issue 2. P. 300–303. https://doi.org/10.1111/j.1467-8306.2004.09402008.x
- Tobler W. R. On the first law of geography: A reply // Annals of the Association of American 2004. Vol. 94, issue 2. P. 304–310. https://doi.org/10.1111/j.1467-8306.2004.09402009.x
- Foresmann T., Luscombe R. The second law of geography for a spatially enabled economy // International Journal of Digital Earth. 2017. Vol. 10, issue 10. P. 979–995. https://doi.org/10.1080/17538947.2016.1275830
- Zhu A., Lu G., Liu J., Qin C.-Z., Zhou C. Spatial prediction based on third law of geography // Annals of GIS. 2018. Vol. 24, issue P. 225–240. https://doi.org/10.1080/19475683.2018.1534890
- Баранский Н. Н. Избранные труды. Становление экономической географии. М.: Мысль, 1980. 287 с.
- Колосовский Н. Н. Теория экономического районирования. М.: Мысль, 1969. 336 с.
- Blanutsa V. I. Economic-geographical location: generalization of conceptual frameworks and generation of new meanings // Geography and Natural Resources. 2015. No. 4. P. 319–326. https://doi.org/10.1134/S1875372815040010
- Блануца В. И. Социально-экономическое районирование в эпоху больших данных. М.: ИНФРА-М, 2018. 194 с.
- Want R., Schilit B. N., Jenson S. Enabling the Internet of Things // Computer. 2015. Vol. 48, issue 1. P. 28–35. https://doi.org/10.1109/MC.2015.12
- Evans D. The Internet of Things. How the Next Evolution of the Internet Is Changing Everything? San Jose: Cisco Systems, 2011. 11 p.
- Sorri K., Mustafee N., Seppänen M. Revisiting IoT definitions: A framework towards comprehensive use // Technological Forecasting and Social Change. 2022. Vol. 179. e121623. https://doi.org/10.1016/j.techfore.2022.121623
- Gubbi J., Buyya R., Marusic S., Palaniswami M. Internet of Things (IoT): A vision, architectural elements, and future direction // Future Generation Computer Systems. 2013. Vol. 29, issue 7. P. 1645–1660. https://doi.org/10.1016/j.future.2013.01.010
- Al-Fuqaha A., Guizani M., Mohammadi M., Aledhari M., Ayyash M. Internet of Things: A survey on enabling technologies, protocols, and applications // IEEE Communications Surveys and Tutorials. 2015. Vol. 17, issue 4. P. 2347–2376. https://doi.org/10.1109/COMST.2015.2444095
- Madakam S., Ramaswamy R., Tripathi S. Internet of Things (IoT): A literature review // Journal of Computer and Communications. 2015. Vol. 3, no. 5. e164. https://doi.org/10.4236/jcc.2015.35021
- Asghari P., Rahmani A. M., Javadi H. H. S. Internet of Things application: A systematic review // Computer Networks. 2019. Vol. 148. P. 241–261. https://doi.org/10.1016/j.comnet.2018.12.008
- Wang J., Lim M. K., Wang C., Tseng M.-L. The evolution of the Internet of Things (IoT) over the past 20 years // Computers and Industrial Engineering. 2021. Vol. 155. e107174. https://doi.org/10.1016/j.cie.2021.107174
- Laghari A. A., Wu K., Laghari B. A., Ali M., Khan A. A. A Review and state of art of Internet of Things (IoT) // Archives of Computational Methods in Engineering. 2022. Vol. 29. P. 1395–1413. https://doi.org/10.1007/s11831-021-09622-6
- Lu Y., Zheng X. 6G: A Survey on technologies, scenarios, challenges, and the related issues // Journal of Industrial Information Integration. 2020. Vol. 19. e100158. https://doi.org/10.1016/j.jii.2020.100158
- Younis M. Internet of Everything and everybody: Architecture and service virtualization // Computer Communications. 2018. Vol. 131. P. 66–72. https://doi.org/10.1016/j.comcom.2018.07.008
- Dey N., Shinde G., Mahalle P., Olesen H. (Eds.). The Internet of Everything: Advances, Challenges and Applications. Berlin; Boston: Walter de Gruyter GmbH, 2019. 184 p.
- Friday E. A., Shomope A., Adebowale A. G. Internet of Everything: A global solution to digital world // Journal of Computer Science and Technology Studies. 2021. Vol. 3, no. 2. P. 44–49. https://doi.org/10.32996/jcsts.2021.3.2.4
- Aujla G. S., Garg S., Kaur K., Sikdar B. (Eds.). Software Defined Internet of Everything. Springer Cham, 2022. 302 p.
- Xue J., Li Z., Wang X., Ji Y. Dynamic evaluation and spatial characteristics of smart manufacturing capability in China // Sustainability. 2022. Vol. 14, issue 17. e10733. https://doi.org/10.3390/su141710733
- Balland P. A., Boschma R. Mapping the potentials of regions in Europe to contribute to new knowledge production in Industry 4.0 technologies // Regional Studies. 2021. Vol. 55, issue 10–11. P. 1652–1666. https://doi.org/10.1080/00343404.2021.1900557
- Fraske T. Industry 4.0 and its geographies: A systematic literature review and the identification of new research avenues // Digital Geography and Society. 2022. Vol. 3. e100031. https://doi.org/1016/j.diggeo.2022.100031
- Nick G., Várdego T., Nagy C., Szaller A. The territorial contexts of Industry 4.0 in Hungary, the present and future challenges and expectations of the digital ecosystem // DETUROPE – The Central European Journal of Regional Development and Tourism. 2019. Vol. 11, no. 3. P. 29–58.
- Bettiol M., Capestro M., De Marchi V., Di Maria E., Sedita S. R. Industrial districts and the fourth industrial revolution // Competitiveness Review: An International Business Journal. 2020. Vol. 31, issue 1. P. 12–26. https://doi.org/10.1108/CR-12-2019-0155
- Lima D., Miranda H. A Geographical-aware state deployment service for fog computing // Computer Networks. 2022. Vol. 216. e109208. https://doi.org/10.1016/j.comnet.2022.109208
- Crespo J. Agencies, scales and times of path creation: The case of IoT in Toulouse // Regional Science Policy and Practice. Vol. 13, issue 5. P. 1527–1545. https://doi.org/10.1111/rsp3.12390
- Блануца В. И. Географическое изучение платформенной экономики: существующие и возможные подходы // Известия РАН. Серия географическая. 2022. Т. 86, № 2. С. 155–167. https://doi.org/31857/S2587556622020030
- Amoore L. Cloud geographies: Computing, data, sovereignty // Progress in Human Geography. 2018. Vol. 42, issue 1. P. 4–24. https://doi.org/10.1177/0309132516662147
- Hasenburg J., Bermbach D. GeoBroker: Leveraging geo-contexts for IoT data distribution // Computer Communications. 2020. Vol. 151. P. 473–484. https://doi.org/10.1016/j.comcom.2020.01.015
- Kim M.-S. Research issues and challenges related to Geo-IoT platform // Spatial Information Research. 2018. Vol. 26, no. 1. P. 113–126. https://doi.org/10.1007/s41324-017-0161-z
- Korte A., Tiberius V., Brem A. Internet of Things (IoT) technology research in business and management literature: Results from a co-citation analysis // Journal of Theoretical and Applied Electronic Commerce Research. 2021. Vol. 16, issue 6. P. 2073–2090. https://doi.org/10.3390/jtaer16060116
- Langley D. J., van Doorn J., Ng I. C. L., Stieglitz S., Lazovik A., Boonstra A. The Internet of Everything: Smart things and their impact on business models // Journal of Business Research. 2021. Vol. 122. P. 853–863. https://doi.org/10.1016/j.jbusres.2019.12.035
- Rejeba A., Suhaiza Z., Rejeb K., Seuring S., Treiblmaier H. The Internet of Things and the circular economy: A systematic literature review and research agenda // Journal of Cleaner Production. 2022. Vol. 350. e131439. https://doi.org/10.1016/j.jclepro.2022.131439
- Alsamhi S. H., Ma O., Ansari M. S., Meng Q. Greening Internet of Things for greener and smarter cities: A survey and future prospects // Telecommunication Systems. 2019. Vol. 72, no. 4. P. 609–632. https://doi.org/10.1007/s11235-019-00597-1
- Szum K. IoT-based smart cities: A bibliometric analysis and literature review // Engineering Management in Production and Services. 2021. Vol. 13, no. 2. P. 115–136. http://dx.doi.org/10.2478/emj-2021-0017
- Tirandazi P., Bamakan S. M. H., Toghroljerdi A. A review of studies of Internet of Everything as an enabler of neuromarketing methods and techniques // The Journal of Supercomputing. 2023. Vol. 79. P. 7835–7876. https://doi.org/10.1007/s11227-022-04988-1
- Li C., Cai Q., Lou Y. Optimal data placement strategy considering capacity limitation and load balancing in geographically distributed cloud // Future Generation Computer Systems. 2022. Vol. 127. P. 142–159. https://doi.org/10.1016/j.future.2021.08.014
- Islam M. M., Ramezani F., Lu H. Y., Naderpour M. Optimal placement of applications in the fog environment: A systematic literature review // Journal of Parallel and Distributed Computing. 2023. Vol. 174. P. 46–69. https://doi.org/10.1016/j.jpdc.2022.12.001
- Friedman T. L. The World Is Flat: A Brief History of the Twenty-First Century. New York: Farrar, Straus & Giroux, 2005. 488 p.
- Parker G. G., van Alstyne M. W., Choudary S. Platform Revolution: How Networked Markets Are Transforming the Economy and How to Make Them Work for You. New York: W.W. Norton & Company, 2016. 211 p.
- Блануца В. И. Территориальная структура цифровой экономики России: предварительная делимитация «умных» городских агломераций и регионов // Пространственная экономика. № 2. С. 17–35. https://doi.org/10.14530/se.2018.2.017-035
- Anderson J. E. Theoretical foundation for the gravity equation // American Economic Review. 1979. Vol. 69, no. 1. P. 106–116.
- Anderson J. E., van Wincoop E. Gravity with gravitas: A solution to the border puzzle // American Economic Review. Vol. 93, no. 1. P. 170–192. https://doi.org/10.1257/000282803321455214
- Блануца В. И., Черепанов К. А. Цифровая экономика Иркутской области: гравитационная модель полюсов роста // Инновационное развитие экономики. 2019. № 6. С. 27–34.
- Metin I., Tepe G. Gravity model: A bibliometric analysis and detailed overview // International Journal of Business and Society. 2021. Vol. 22, no. 1. P. 365–381. https://doi.org/10.33736/ijbs.3183.2021
- Hellwig V. Digital gravity? Firm birth and relocation patterns of young digital firms in Germany // Journal of Regional Science. 2023. Vol. 63, issue 2. P. 340–378. https://doi.org/10.1111/jors.12624
- Yang C., An T. The Internet Reshapes China’s economic geography: Micromechanisms and macro effects // China Political Economy. 2020. Vol. 3, issue 2. P. 341–365. https://doi.org/10.1108/CPE-10-2020-0014
- Harris A. Vertical urbanisms: Opening up geographies of the three-dimensional city // Progress in Human Geography. Vol. 39, issue 5. P. 601–620. https://doi.org/10.1177/0309132514554323
- Anselin D. Local indicators of spatial association – LISA // Geographical Analysis. 1995. Vol. 27, issue 2. P. 93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
- Xu Z., Ci F. Spatial-temporal characteristics and driving factors of coupling coordination between the digital economy and low-carbon development in the Yellow river basin // Sustainability. Vol. 15, issue 3. e2731. https://doi.org/10.3390/su15032731
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