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I. A. Smirnov

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Author: I. A. SmirnovSubject: SOCIAL SCIENCES: Section Human Geography and Demographyclear all
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6th SWS International Scientific Conference on Social Sciences ISCSS 2019
Publication

THE PROBLEM OF CLUSTERING CITIES IN THE NORTH OF RUSSIA ON THE SOCIO-DEMOGRAPHIC DATA

(STEF92 Technology, 2019, I. A. Smirnov, O. A. Malafeyev, T. Yu. Yakovets)

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This article deals with the problem of clustering North Russian cities on specific socio-demographic characteristics. The K-means method was chosen as the clustering algorithm. This clustering allows us to identify the specifics and important trends in the development of these settlements. The paper presents a cluster analysis of the data of Northern cities on their socio-demographic characteristics. The most informative was the division of all cities into 7 clusters. The division of countries into more clusters w...

SOCIAL SCIENCES: Section Human Geography and Demography2019
4th International Multidisciplinary Scientific Conference on Social Sciences and Arts SGEM 2017
Publication

THE SIMULATION MODEL OF MIGRATION AND DEMOGRAPHIC INTERACTIONS

(STEF92 Technology, 2017, T. A Gilevich, B. B. Durdyyev, I. A. Smirnov, F. Hojakuliyev, O. A. Malafeev)

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The article presents a model of migration and demographic movement of population. The model is based on the principles of sand-pile model by P. Tank, C. Wiesenfeld and H Tang. These principles have been combined with the structural-demographic theory of Peter V. Turchin and Sergey A. Nefedov and Jack Goldstone. As a result of it the synthesized model of migration and demographic interactions was obtained. The constructed model allows to take into account the influence of the real geographical conditions (such as s...

SOCIAL SCIENCES: Section Human Geography and Demography2017
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