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A Spatiotemporal Study of Outbound Traveling Market in Taiwan

机译:台湾出境旅游市场的时空研究

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Based on the official data offered by Tourism Bureau, M.O.T.C., Republic of China, monthly visitors with different genders and ages destined to 12 main outbound countries, including Japan, Hong Kong, Macau, Mainland China, Korea, U.S.A, Singapore, Thailand, Philippines, Indonesia, Malaysia, and Vietnam as well, from 2003 to 2012 have been collected and analysed to demonstrate and explore the static and dynamic patterns behind these historical records.Statistical procedures including correlation analysis, K-Means clustering, MANOVA analysis, and multidimensional scaling, or MDS for short, were respectively adopted to discover the correlative relation among each different spatiotemporal market, classify and cluster each outbound market into a suitable cluster based on their similarity, testify the hypotheses of heterogeneous cluster centers, and down-level the spatial complexity from high-dimension to 2-dimension in order to better interpret the patterns revealed behind the original space.
机译:根据中华民国旅游局提供的官方数据,每月不同性别和年龄的游客前往12个主要出境国家,包括日本,香港,澳门,中国大陆,韩国,美国,新加坡,泰国,菲律宾收集并分析了2003年至2012年间印度尼西亚,马来西亚和越南的数据,以展示和探索这些历史记录背后的静态和动态模式。分别采用MDS或MDS来发现每个时空市场之间的相关关系,根据它们的相似性将每个出境市场分类并聚类为一个合适的聚类,证明异构聚类中心的假设,并降低空间复杂度从高维到二维,以便更好地解释原始spac背后揭示的模式e。

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