Evaluation of Ship Profiles in Istanbul Port Region with Two-Stage Clustering Analysis

F. Bolat
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Abstract

The increase in industrial production and thus world trade has also increased the significance of the maritime sector further. Ports are of strategic importance as trade points in this sector. Strategies for reducing maritime transport costs and waiting-periods for the ships in ports cause increased competition between ports. Clustering theory focuses on the industries of certain regions defined as industrial zones. Most of the research on the maritime industry focuses primarily on its structure and economic impacts on national economies, without providing detailed information on particular economic and technological activities at the regional level. However, successful clusters are seen as means for regional and national growth. In this context, a two-stage clustering analysis was conducted, considering the different characteristics of the ship profiles that visited the area covering three administrative ports (Ambarli, Tuzla, Istanbul) of the Istanbul Port Region. The clustering was made according to the type and flags of the ships that visited Istanbul Port Region, the ports they visited and the length of stay in the ports they visited. The clustering characteristics of the Istanbul Port Region were extracted with regard to the ship profiles.
基于两阶段聚类分析的伊斯坦布尔港区船舶剖面评价
工业生产和世界贸易的增加也进一步增加了海事部门的重要性。港口作为该行业的贸易点,具有重要的战略意义。降低海运成本和船舶在港口等待时间的策略导致港口之间的竞争加剧。集群理论关注的是被定义为工业区的特定区域的产业。大多数关于海运业的研究主要集中于其结构和对国民经济的经济影响,而没有提供关于区域一级特定经济和技术活动的详细资料。然而,成功的集群被视为区域和国家增长的手段。在此背景下,考虑到伊斯坦布尔港区三个行政港口(安巴里、图兹拉、伊斯坦布尔)的船舶剖面的不同特征,进行了两阶段聚类分析。聚类是根据访问伊斯坦布尔港区的船舶的类型和旗帜、访问的港口以及在港口停留的时间进行的。根据船舶轮廓提取伊斯坦布尔港区的聚类特征。
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