Cluster Analysis as an Assessment Tool of the Impact of the COVID-19 Pandemic on the Development of Tourism in the Regions of Ukraine

I. Kulyniak, I. Novakivskyi, O. Karyy, L. Halkiv, S. Ohinok
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Abstract

The regions of Ukraine with similar values of indicators characterizing the development of tourism in 2020 under the impact of the COVID-19 pandemic are grouped using cluster analysis. It is proposed to modify cluster analysis by taking into account clarifying weighting factors and correcting penalty functions. The five clusters of the regions of Ukraine are singled out and the peculiarities of tourism development within each cluster are characterized.
聚类分析作为COVID-19大流行对乌克兰地区旅游业发展影响的评估工具
在2019冠状病毒病(COVID-19)大流行的影响下,对乌克兰2020年旅游业发展指标值相近的地区进行了聚类分析。提出了从澄清权重因子和修正惩罚函数两个方面对聚类分析进行修正。乌克兰地区的五个集群被挑选出来,每个集群内的旅游发展特点。
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