Development of cluster models for municipal educational institutions of Tomsk region

I. K. Kvasnikova, A. V. Lepustin, Yu Ya Katsman, E. V. Lepustina

Research output: Contribution to journalConference articlepeer-review


This paper describes the cluster models construction for schools in the Tomsk region. K-means method is used to distribute objects between clusters using the multidimensional vector of variables (socio-economic status of students, qualification and age of teaching staff, students' participation in academic competitions, students in difficult living conditions, etc.). The cluster models were constructed for urban schools (regional center), country and ungraded schools. The computer simulation using STATISTICA system was performed due to large amount of source data and complexity of the developed models. The analysis showed the relationship between the values of cluster variables and the results of Unified State Exams (USE).

Original languageEnglish
Article number012012
JournalJournal of Physics: Conference Series
Issue number1
Publication statusPublished - 28 Dec 2020
Event7th International Young Scientists Conference on Information Technology, Telecommunications and Control Systems, ITTCS 2020 - Innopolis, Russian Federation
Duration: 17 Dec 202018 Dec 2020

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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