Бізнес-аналітична платформа Deductor як інструмент кластеризації українських регіонів
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Дата
2013
Автори
Заверач, М.М.
Zaverach, M.
Назва журналу
Номер ISSN
Назва тому
Видавець
Хмельницький національний університет
Анотація
Проведено кластеризацію українських регіонів за соціальноекономічними
показниками 2011 та 2012
років на 2, 3 та 4 кластери. Кластеризація проводилася за допомогою карти Кохонена та алгоритму kmeans
в
бізнесаналітичній
платформі Deductor.
The clusterization of Ukrainian regions on 2, 3 and 4 clusters by socioeconomic indicators in 2011 and 2012 was carried out. The clusterization was realized by Kohonen's maps and kmeans clustering using business analytical platform Deductor. Comparison of results of clusterization on 2 clusters obtained by different algorithms by socioeconomic indicators in 2011 and 2012 has been demonstrated similar properties of same clusters. No clear division of Ukrainian regions on clusters "EastWest", "NorthSouth" was observed. It is shown that the distribution of Ukrainian regions on clusters was equal by clusterization on 3 clusters. The clusterization on four clusters exhibits, that the distribution of Ukrainian regions on clusters depends on clusterization algorithm and initial data. In this case using of processor of clusters profiles in taking decisions to classify profiles in taking decisions to classify profiles a region on correspondent cluster was proposed.
The clusterization of Ukrainian regions on 2, 3 and 4 clusters by socioeconomic indicators in 2011 and 2012 was carried out. The clusterization was realized by Kohonen's maps and kmeans clustering using business analytical platform Deductor. Comparison of results of clusterization on 2 clusters obtained by different algorithms by socioeconomic indicators in 2011 and 2012 has been demonstrated similar properties of same clusters. No clear division of Ukrainian regions on clusters "EastWest", "NorthSouth" was observed. It is shown that the distribution of Ukrainian regions on clusters was equal by clusterization on 3 clusters. The clusterization on four clusters exhibits, that the distribution of Ukrainian regions on clusters depends on clusterization algorithm and initial data. In this case using of processor of clusters profiles in taking decisions to classify profiles in taking decisions to classify profiles a region on correspondent cluster was proposed.
Опис
Ключові слова
Deductor, кластеризація, карта Кохонена, kmeans, соціально-економічні, clusterization, Kohonen's maps, k-means clustering, socio-economic indicators
Бібліографічний опис
Заверач, М. М. Бізнес-аналітична платформа Deductor як інструмент кластеризації українських регіонів [Текст] / М. М. Заверач // Вісник Хмельницького національного університету. Економічні науки. – 2013. – № 3, т. 3. – С. 57-62.