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An Empirical Study on Panoramic Data Portrait of Smart City from the Perspective of Digital Space |
Zhang Yanfeng, Zou Kai, Peng Lihui, Cao Dan |
School of Public Management, Xiangtan University, Xiangtan 411105 |
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Abstract From the perspective of digital space, this study analyzes the panoramic data portrait of a smart city, to present the trend of urban development in our country, realize the capacity of smart city construction at the data level, and then use the panoramic data portrait to assist the construction of a smart city. According to the inherent logical data of each dimension, a smart city data label framework is constructed. The grey-weighted correlation analysis method is used to evaluate, rank, and analyze the urban data to discover each dimension??s internal logic and external correlation. Four groups of data portrait group structure of smart city with significant differences are obtained by the K-means clustering analysis method. The data portrait??s key characteristics of each city type are analyzed concretely, which provide s a more comprehensive interpretation of data portrait label type for a smart city and realizes the panoramic data presentation of city operation status.
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Received: 08 December 2019
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1 习近平: 决胜全面建成小康社会 夺取新时代中国特色社会主义伟大胜利——在中国共产党第十九次全国代表大会上的报告[EB/OL]. [2019-07-03]. http://www.gov.cn/zhuanti/2017-10/27/content_5234876.htm. 2 Bak?c? T, Almirall E, Wareham J. A smart city initiative: The case of Barcelona[J]. Journal of the Knowledge Economy, 2013, 4(2): 135-148. 3 Lytras M D, Visvizi A. Who uses smart city services and what to make of it: Toward interdisciplinary smart cities research[J]. Sustainability, 2018, 10(6): 1998. 4 Angelidou M. Smart city policies: A spatial approach[J]. Cities, 2014, 41: S3-S11. 5 Albino V, Berardi U, Dangelico R M. Smart cities: Definitions, dimensions, performance, and initiatives[J]. Journal of Urban Technology, 2015, 22(1): 3-21. 6 Komninos N. Intelligent cities: Towards interactive and global innovation environments[J]. International Journal of Innovation and Regional Development, 2009, 1(4): 337-355. 7 崔璐, 杨凯瑞. 智慧城市评价指标体系构建[J]. 统计与决策, 2018, 34(6): 33-38. 8 李霞, FongP S W. 基于小波神经网络的智慧武汉信息化发展评价及对策研究[J]. 情报科学, 2018, 36(2): 113-117. 9 贝芳芳. 基于熵权的绿色智慧城市评价[D]. 合肥: 安徽建筑大学, 2017. 10 AlDairi A, Tawalbeh L. Cyber security attacks on smart cities and associated mobile technologies[J]. Procedia Computer Science, 2017, 109: 1086-1091. 11 Elmaghraby A S, Losavio M M. Cyber security challenges in smart cities: Safety, security and privacy[J]. Journal of Advanced Research, 2014, 5(4): 491-497. 12 Zhang K, Ni J B, Yang K, et al. Security and privacy in smart city applications: Challenges and solutions[J]. IEEE Communications Magazine, 2017, 55(1): 122-129. 13 Lim C, Kim K J, Maglio P P. Smart cities with big data: Reference models, challenges, and considerations[J]. Cities, 2018, 82: 86-99. 14 Edwards L. Privacy, security and data protection in smart cities: A critical EU law perspective[J]. European Data Protection Law Review, 2016, 2(1): 28-58. 15 邹凯, 向尚, 张中青扬, 等. 智慧城市信息安全风险评估模型构建与实证研究[J]. 图书情报工作, 2016, 60(7): 19-24. 16 宋璟, 李斌, 班晓芳, 等. 关于我国智慧城市信息安全的现状与思考[J]. 中国信息安全, 2016(2): 107-111. 17 王金祥. 全面网络安全观下智慧城市安全保障体系建构探析[J]. 电子政务, 2016(3): 20-26. 18 Lazaroiu G C, Roscia M. Definition methodology for the smart cities model[J]. Energy, 2012, 47(1): 326-332. 19 郑宇. 城市计算概述[J]. 武汉大学学报?信息科学版, 2015, 40(1): 1-13. 20 张义, 陈虞君, 杜博文, 等. 智慧城市多模式数据融合模型[J]. 北京航空航天大学学报, 2016, 42(12): 2683-2690. 21 马捷, 葛岩, 蒲泓宇, 等. 基于多源数据的智慧城市数据融合框架[J]. 图书情报工作, 2019, 63(15): 6-12. 22 操玉杰, 李纲, 毛进, 等. 大数据环境下面向决策全流程的应急信息融合研究[J]. 图书情报知识, 2018(5): 95-104. 23 胡漠, 马捷, 李璐. 智慧城市多元主体信息链协同效应作用机理之实证研究[J]. 图书情报工作, 2019, 63(15): 23-32. 24 任亮, 张海涛, 魏明珠, 等. 基于熵权TOPSIS模型的智慧城市发展水平评价研究[J]. 情报理论与实践, 2019, 42(7): 113-118, 125. 25 马亚雪, 李纲, 谢辉, 等. 数字空间视角下的城市数据画像理论思考[J]. 情报学报, 2019, 38(1): 58-67. 26 Lombardi P, Giordano S, Farouh H, et al. Modelling the smart city performance[J]. Innovation: the European Journal of Social Science Research, 2012, 25(2): 137-149. 27 司守奎, 孙玺菁. 数学建模算法与应用[M]. 北京: 国防工业出版社, 2011: 346-351. |
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