Please wait a minute...
ISSN 2096-0271  CN 10-1321/G2
信息通信学术期刊网  设为首页  加入收藏
 RSS | Email Alert
 
大数据  2016 Issue (3)    DOI: 10.11959/j.issn.2096-0271.2016029
  专题:大数据与智慧城市 本期目录 | 过刊浏览 | 高级检索 |
利用大数据挖掘和知识发现技术辅助智慧城市发展
陈聪1,张国惠1,马晓磊2,王印海3
1 美国新墨西哥大学土木工程系,美国 新墨西哥州 阿尔伯克基市 87106
2 北京航空航天大学交通科学与工程学院,北京 100191
3 美国华盛顿大学土木和环境工程系,美国 华盛顿州 西雅图市 98105
Big data analysis and knowledge discovery for smart city development enhancement
Cong CHEN1,Guohui ZHANG1,Xiaolei MAXiaolei2,Yinhai WANGYinhai3
1 Department of Civil Engineering,University of New Mexico,Albuquerque,New Mexico 87106,USA
2 School of Transportation Science and Engineering,Beihang University,Beijing 100191,China
3 Department of Civil and Environmental Engineering,University of Washington,Seattle,Washington 98105,USA
全文: PDF (955KB)   ( 154 ) HTML     XML
输出: BibTeX | EndNote (RIS)  
摘要 

互联网的广泛应用带来了信息时代的数据井喷,大数据成为当前时代的宝贵资源,而大数据分析也成为了新时代的重要课题。大数据分析可以提供更准确的分析结果,从而推动智慧城市系统的发展。总结了智慧城市和大数据的基本概念、发展历程和主要特点,提出了利用大数据挖掘技术辅助智慧城市的综合发展,旨在为当代智慧城市和大数据研究提供理论基础。

服务
加入引用管理器
E-mail Alert
RSS
作者相关文章
陈聪
张国惠
马晓磊
王印海
关键词 智慧城市城市化大数据大数据分析科技发展    
Abstract

Big data have been valuable asset with the widespread internet availability,and big data analyses have gain increasing popularity among international researchers.Comparing to traditional data analysis,big data analyses are able to provide more accurate results to facilitate the development smart city system.The basic knowledge,historical development and features of smart city and big data concepts were summarized,in order to provide theoretical foundations for contemporary research in smart city and big data fields.

Key words: smart city    urbanism    big data    big data analysis    science and technology development
出版日期: 2017-03-08
链接本文:  
http://www.infocomm-journal.com/bdr/CN/10.11959/j.issn.2096-0271.2016029
[1] FISHMAN T . Digital-age transportation:the future of urban mobility[R]. Texas State: Deloitte University Press, 2012.
[2] HOLLANDS R G . Will the real smart city please stand up[J]. City, 2008,12(3):303-320.
[3] NAM T , PARDO T . Smart city as urban innovation:focusing on management,policy,and context[C]// The 5th International Conference on Theory and Practice of Electronic Governance (ICEGOV2011),September 26-28,2011,Tallinn,Estonia. New York: ACM Press, 2011:185-194.
[4] WOLFRAM M . Deconstructing smart cities:an intertextual reading of concepts and practices for integrated urban and ICT development [C]// Real Corp 2012 Tagungsband,May 14-16,2012,Schwechat,Austria[S.l.:s.n.], 2012:171-181.
[5] GIFFINGER R , FERTNER C , KRAMAR H , et al. Smart cities:ranking of European medium-sized cities[M]. Vienna:Vienna University of Technology, 2007.
[6] ANGELIDOU M . Smart cities:a conjuncture of four forces[J]. Cities, 2015,47:95-106.
[7] BELLO-ORGAZ G , JUNG J J , CAMACHO D . Social big data:recent achievements and new challenges[J]. Information Fusion, 2016,28: 45-59.
[8] AHMED K B , BOUHORMA M , AHMED M B . Age of big data and smart cities:privacy trade-off[J]. International Journal of Engineering Trends and Technology, 2014,16(6): 298-304.
[9] HALL P . Cities of tomorrow:an intellectual history of urban planning and design in the twentieth century (4th edition)[M]. New Jersey:Wiley-Blackwell, 2014.
[10] GOTTMANN J . Megalopolis or the urbanization of the northeastern seaboard[J]. Economic Geography, 1957,33(3):189-200.
[11] AURIGI A . New technologies,same dilemmas:policy and design issues for the augmented city[J]. Journal of Urban Technology, 2006,13(3):5-28.
[12] AURIGI A , GRAHAM S . Cyberspace and the city:the“virtual city”in Europe[M]. Massachusetts:Blackwell Publishing Ltd, 2000:489-502.
[13] MARVIN S . Telecommunications and sustainable cities[J]. Urban Design International, 1998,3(4):195-199.
[14] CRANG M , GRAHAM S . Sentient cities:ambient intelligence and the politics of urban space[J]. Information,Communication & Society, 2007,10(6):789-817.
[15] World Bank . Building knowledge economies:advanced strategies for development[M]. Washington D C:World Bank Institute Development Studies, 2007.
[16] SAXENIAN A . The genesis of Silicon Valley[J]. Built Environment, 1978,9(1):7-17.
[17] BOULTON A , BRUNN S , DEVRIENDT L . Cyberinfrastructures and“smart”world cities:physical,human,and soft infrastructures [M]// International handbook of globalization and world cities,Cheltenham:Edward Elgar Publishing, 2011: 584.
[18] CHATZKEL J . Greater phoenix as a knowledge capital[J]. Journal of Knowledge Management, 2004,8(5):61-72.
[19] DVIR R . Innovation engines for knowledge cities:an innovation ecology perspective[J]. Journal of Knowledge Management, 2004:8(5):16-27.
[20] ERGAZAKIS K , METAXIOTIS K , PSARRAS J . Towards knowledge cities:conceptual analysis and success stories[J]. Journal of Knowledge Management, 2004,8(5): 5-15.
[21] MARTINEZ S D . A comparative framework for knowledge cities[M]// Knowledge cities:approaches,experiences,and perspectives[S.l.:s.n.], 2006:17-30.
[22] Navigant Research. Smart cities[EB/OL]. [2016-03-13]. .
[23] ANDERSON J , KITCHIN R . The real-time city? big data and smart urbanism[J]. GeoJournal, 2014,79(1):1-14.
[24] HANCKE G P , SILVA B C , HANCKE J R G . The role of advanced sensing in smart cities[J]. Sensors, 2013,13(1): 393-425.
[25] CARAGLIU A , DEL BO C , NIJKAMP P . Smart cities in Europe[J]. Journal of Urban Technology, 2011,18(2): 65-82.
[26] ALLWINKLE S , CRUICKSHANK P . Creating smarter cities:an overview[J]. Journal of Urban Technology, 2011,18(2):1-16.
[27] KITCHIN R . Big data and human geography:opportunities,challenges and risks[J]. Dialogues in Human Geography, 2013,3(3):262-267.
[1] 赵文明, 张思思, 唐碧霞, 陈婷婷, 郝丽丽, 桑健, 李茹姣, 肖景发, 章张. 面向国际的生命组学大数据管理体系建设[J]. 大数据, 2016, 2(6): 2016065-.
[2] 王亚楠, 庄会富, 王雨华. 支持植物学大数据整合与公众服务的iFlora云平台建设[J]. 大数据, 2016, 2(6): 2016064-.
[3] 杨慰民. 基于大数据的移动互联网主动运维理论和实践进展[J]. 大数据, 2016, 2(6): 2016070-.
[4] 张彦霞, 崔辰州, 赵永恒. 21世纪天文学面临的大数据和研究范式转型[J]. 大数据, 2016, 2(6): 2016067-.
[5] 张峰, 孙宗哲, OCHORA Dennis Reagan, 刘建楠, 宋杰. 数据产品在线定制平台的探索实践[J]. 大数据, 2016, 2(6): 2016072-.
[6] 邹自明, 佟继周, 熊森林, 胡晓彦, 纪珍. 大数据时代空间科学领域的科研信息化实践与成果[J]. 大数据, 2016, 2(6): 2016069-.
[7] 吴书, 刘强, 王亮. 情境大数据建模及其在用户行为预测中的应用[J]. 大数据, 2016, 2(6): 2016071-.
[8] 陈振冲, 贺田田. 数据科学人才的需求与培养[J]. 大数据, 2016, 2(5): 2016058-.
[9] 张金芳, 胡晓惠, 张慧, 王瑞, 李海昌. 卫星影像大数据情报分析与应用[J]. 大数据, 2016, 2(5): 2016053-.
[10] 张澄, 赵晨. 位置大数据在车辆保险风险管理中的应用[J]. 大数据, 2016, 2(5): 2016056-.
[11] 朱扬勇, 熊贇. 大数据人才培养的基础条件初探[J]. 大数据, 2016, 2(5): 2016059-.
[12] 吴力波. 多“源”异“构”培养大数据创新型人才[J]. 大数据, 2016, 2(5): 2016057-.
[13] 贵芳, 李廉, 杨静, 武永卫. 大数据应用系统的消息驱动架构[J]. 大数据, 2016, 2(4): 2016040-.
[14] 李超, 林霄, 孙卫强, 胡卫生. 突发大数据在存储辅助光电路交换网络中的传输[J]. 大数据, 2016, 2(4): 2016041-.
[15] 梁吉业, 钱宇华, 李德玉, 胡清华. 面向大数据的粒计算理论与方法研究进展[J]. 大数据, 2016, 2(4): 2016038-.
本论文下载/浏览情况
全文


摘要

版权所有 © 2015 《大数据》编辑部
地址:北京市丰台区成寿寺路11号邮电出版大厦8层 邮编:100078 电话:(010)81055448/5490/5475 传真:(010)81055494
本系统由北京玛格泰克科技发展有限公司设计开发
京ICP备09082226号-11