大数据 ›› 2016, Vol. 2 ›› Issue (3): 2016029-.doi: 10.11959/j.issn.2096-0271.2016029

• 专题:大数据与智慧城市 • 上一篇    下一篇

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. 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
  • 出版日期:2016-05-20 发布日期:2017-03-08

Big data analysis and knowledge discovery for smart city development enhancement

Cong CHEN1,Guohui ZHANG1,Xiaolei MAXiaolei2,Yinhai WANGYinhai3   

  1. 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
  • Online:2016-05-20 Published:2017-03-08

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。

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