基于KPCA方法的中国主要城市智慧城市发展潜力评价

Yan Qu
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引用次数: 3

摘要

在此基础上,对国际上“智慧城市”评价指标体系的研究与实践进行了系统梳理。然后结合中国国情,提出了“智慧城市”建设潜力评价体系,包括信息基础设施、经济发展水平、科技支撑能力、城市产业发展水平和城市竞争力五个方面。通过KPCA对中国13个主要城市进行了分类和潜力评价,并应用聚类方法根据评价结果对城市进行了分类。本文通过对智慧城市的现状和实证分析,为智慧城市的建设提供对策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of smart city development potential in major cities of China based on the KPCA method
Based on the analysis, the paper proceeded the System carding to the study and practice about the Evaluation Index System about “Smart City” around the world. Then based on the current situation of China, the author proposed an evaluation system about “Smart City” construction potential which includes five aspects: information infrastructure, the level of economic development, science and technology supporting ability, the level of urban industrial development, and urban competitiveness. Through KPCA, the research made the sort and potential evaluation about 13 main cities of China and, by applying clustering method, the research classified the cities based on the result of evaluation. The article can provide measures to smart city construction, based on current situation and empirical analysis.
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