区域旅游发展水平评价中的集群化——以乌克兰为例

IF 3.1 Q2 HOSPITALITY, LEISURE, SPORT & TOURISM
N. Shpak, I. Kulyniak, I. Novakivskyi, I. Oleksiv
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引用次数: 0

摘要

旅游业发展不均衡,这与领土的社会经济发展水平、历史和文化进程的特点、资源供应等有关,这决定了需要根据统计方法研究基于空间两极分化的旅游市场结构。该研究旨在确定乌克兰各地区旅游业发展的差异,并根据旅游业发展水平的指标对其进行分组。为了解决这个问题,作者使用了一种改进的聚类分析方法。这篇文章介绍了作者的方法,与现有方法不同,该方法允许在确定物体之间的距离时,考虑澄清每个指标的加权因子和校正惩罚函数,以最大限度地减少概率影响。乌克兰各地区的旅游业发展不均衡。因此,根据截至2020年乌克兰各地区旅游业发展指标,区分了六个集群,并发现了每个集群的特点。国家当局可以利用研究结果,通过制定有效的区域旅游战略和促进最有前景的旅游目的地和产品的开发,确保领土的全面发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Clusterization in Tourism Development Level's Assessment of Regions: Example of Ukraine
Tourism development is uneven, which is related to the level of socio-economic development of territories, peculiarities of historical and cultural processes, resource provision, etc., which determines the need to study the structure of the tourist market based on spatial polarization based on statistical methods. The study aims to identify disparities in tourism development in Ukraine's regions and to group them according to indicators that characterize tourism's development level. To solve the problem, the authors used a modified cluster analysis method. The article presents the author's approach, which, unlike the existing ones, allows taking into account clarifying weighting factors and corrective penalty functions for each indicator to minimize probabilistic influences when determining the distance between objects. The uneven development of the tourism sector in the regions of Ukraine was revealed. As a result, six clusters were distinguished based on indicators of tourism development in the regions of Ukraine as of 2020, and the peculiarities within each cluster were found. State authorities can use the research results to ensure the comprehensive development of territories by forming effective regional tourism strategies and promoting the development of the most promising tourism destinations and products.
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来源期刊
Journal of Tourism and Services
Journal of Tourism and Services HOSPITALITY, LEISURE, SPORT & TOURISM-
CiteScore
7.80
自引率
16.70%
发文量
14
期刊介绍: Journal of Tourism and Services, established in September 2010, is the international reviewed scientific research journal published by the Center for International Scientific Research of VŠO and VŠPP in cooperation with the following partners. The journal publishes high-quality scientific papers and essays with a focus on tourism and service industry development. Together with the scientific part and in order to promote the exchange of current and innovative ideas and stimulating debate, the Journal also includes Reviews of Existing Work or Short Essays, Research Notes, and Research and Industry sections to address important topics and advance theoretical knowledge or thinking about key areas of tourism and services and to allow researchers to present initial findings and reflections or problems concerning fieldwork and research in general.
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