Big Data Technologies and Intelligent Application System for Urban Transportation

doi:10.11959/j.issn.2096-0271.2015042

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Big Data Technologies and Intelligent Application System for Urban Transportation

STUDY | 更新时间：2024-06-03

- Big Data Technologies and Intelligent Application System for Urban Transportation
- BIG DATA RESEARCH Vol. 1, Issue 4, Pages: 73-88(2015)
- 作者机构：
  
  1. 中国科学院自动化研究所复杂系统管理与控制国家重点实验室北京 100190
  2. 中国科学院云计算中心东莞 523808
  3. 青岛智能产业技术研究院青岛 266109
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2015042
  CLC： TP311.13
- Online First：2015-11，
  
  Published：20 November 2015
- 稿件说明：
移动端阅览
Big Data Technologies and Intelligent Application System for Urban Transportation[J]. BIG DATA RESEARCH, 2015, 1(4): 73-88.
DOI：

Big Data Technologies and Intelligent Application System for Urban Transportation[J]. BIG DATA RESEARCH, 2015, 1(4): 73-88. DOI： 10.11959/j.issn.2096-0271.2015042.

摘要

城市交通大数据具有种类繁多、异质性、时空尺度跨越大、动态多变、高度随机性、局部性和生命周期较短等特征，如何有效地采集和利用交通大数据，满足高时效性的交通行政监管、交通企业经营管理、交通市民服务等应用需求，是城市交通和智慧城市面临的前所未有的机遇和挑战。重点分析总结了城市交通大数据的若干研究内容及核心技术，提出了城市交通大数据智能应用系统解决方案，列举了几种典型应用，在城市交通和智慧城市领域的大数据研发和应用领域进行了初步探讨。

Abstract

Urban traffic big data has such characteristics as various types

heterogeneity

large temporal and spatial scales

highly dynamic and random

localization and short life cycle.How to effectively collect and utilize the traffic big data to serve the real-time traffic administrative supervision

efficient operations of transportation enterprise

traffic services and other application needs

are unprecedented opportunities and challenges of urban transportation and smart cities.Several big data core technologies for urban transportation were summarized

and an intelligent application system solution was proposed

and some typical application was listed.In short

big data research and its application cases in the field of urban transportation and smart city were initially discussed.

关键词

Keywords

references

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