Railway big data visualization technology
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摘要: 基于对可视化技术定义、展现要素及特征的分析,结合可视化技术分类与应用场景,对铁路出行数据可视化研究进行归纳和阐述,并对部分应用案例进行介绍,包括铁路出行OD客流可视化、铁路出行热点数据可视化、铁路客运量分析可视化等。同时,对可视化应用在铁路行业的发展做出总结和展望,表明在铁路信息化发展中的重要意义。Abstract: Based on the analysis of the definition, elements and characteristics of visualization technology, combined with the visualization technology classification and application scenarios, this paper summarized and elaborated the data visualization research of railway travel data, and introduced some application cases, including the visualization of OD passenger flows, railway travel hot spot data and railway passenger volume analysis. At the same time, the paper summarized and prospected the development of visualization applications in railway, and indicated the importance of visualization technology in the development of railway information.
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Keywords:
- railway passenger transportation /
- big data /
- visualization /
- data analysis
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[1] 刘 浩,葛启彬. 城市轨道交通客流出行可视化技术[M].北京:人民交通出版社,2016 :2-9,56-58. [2] 国家发展改革委, 交通运输部, 中国铁路总公司. 关于印发《中长期铁路网规划》的通知[EB/OL]. [2016–07–20/2018–04–13]. http://www.ndrc.gov.cn/zcfb/zcfbtz/201607/t20160720_811696.html. [3] 周 苏,王 文. 大数据可视化[M]. 北京:清华大学出版社,2016 :42-44. [4] 陈 为,沈则潜,陶煜波. 数据可视化[M]. 北京:电子工业出版社,2013 :221-229. [5] Nathan Yau. Data Points :Visualization That Means Something [M].WILEY :107-115. [6] 戚小玉,王 喆,杨 森,等. 数据可视化技术在铁路电务设备检测数据展现中的应用[J]. 铁路计算机应用,2016,25(9):75-78. [7] AWWWARDS TEAM. Web Animation Infographics: A Map of the Best Animation Libraries for JavaScript and CSS3 plus Performance Tips[EB/OL]. [2014–04–30/2018–04–13]. https://www.awwwards.com/web-animation-infographics-a-mapof-the-best-animation-libraries-for-javascript-and-css3-plusperformance-tips.html, [8] 李 伟,周 峰,朱 炜,等. 轨道交通网络客流大数据可视化研究[J]. 中国铁路,2015(2):94-98. [9] 李仕旺,潘 跃,吕晓艳. 数据可视化技术研究及其在铁路中的应用[J]. 铁路计算机应用,2015,24(10):23-26. [10] 国家统计局城市社会经济调查司. 中国城市统计年鉴[M].北京:中国统计出版社,2016.
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