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035 _a(RuTPU)RU\TPU\network\36201
035 _aRU\TPU\network\248
090 _a665002
100 _a20210621a2020 k y0engy50 ba
101 0 _aeng
102 _aGB
105 _ay z 100zy
135 _adrnn ---uucaa
181 0 _ai
182 0 _ab
200 1 _aDevelopment of cluster models for municipal educational institutions of Tomsk region
_fI. K. Kvasnikova [et al.]
203 _aText
_celectronic
300 _aTitle screen
320 _a[References: 17 tit.]
330 _aThis 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).
461 0 _0(RuTPU)RU\TPU\network\3526
_tJournal of Physics: Conference Series
463 _tVol. 1694: Information Technology, Telecommunications and Control Systems (ITTCS)
_v[012012, 8 p.]
_o17-18 December 2020 Innopolis, Russia
_d2020
610 1 _aэлектронный ресурс
610 1 _aтруды учёных ТПУ
701 1 _aKvasnikova
_bI. K.
_2stltpush
701 1 _aLepustin
_bA. V.
_cspecialist in the field of informatics and computer technology
_csenior lecturer of Tomsk Polytechnic University
_f1984-
_gAleksey Vladimirovich
_2stltpush
_3(RuTPU)RU\TPU\pers\34751
701 1 _aKatsman
_bYu. Ya.
_cspecialist in the field of informatics and computer technology
_cAssociate Professor of Tomsk Polytechnic University, candidate of technical sciences
_f1948-
_gYuly Yanovich
_2stltpush
_3(RuTPU)RU\TPU\pers\36284
_4070
701 1 _aLepustina
_bE. V.
801 2 _aRU
_b63413507
_c20220830
_gRCR
856 4 _uhttp://earchive.tpu.ru/handle/11683/72800
856 4 _uhttps://doi.org/10.1088/1742-6596/1694/1/012012
942 _cCF