数据挖掘典型案例及在高速铁路运营期的应用展望

基金项目: 中国铁路总公司科技研究开发计划课题（2015X003-F）；中国铁道科学研究院院基金重大项目（1551DZ8004）。

详细信息

Typical case of data mining and its application during operation periods of high-speed railway

Research and Application Innovation Center for Big Data Technology in Railway, China Academy of Railway Sciences, Beijing 100081, China

摘要: 中国高速铁路运营管理缺少经验可供借鉴，围绕其核心职能，通过数据挖掘技术和手段为管理者提供科学、客观的管理决策，是辅助提升高速铁路运营管理水平的有效方法。构建资产运营、运输监管和安全监督等数据分析典型场景，满足高速铁路数据分析需求，为管理决策提供数据支撑。
- 高速铁路 /
- 数据分析 /
- 应用
Abstract: There is no existing management experience on the operation of China High-speed Railway, how to focus on its core functions, and how to provide scientific and objective management decisions techniques and tools for managers, it is an effective method to enhance the operation management level of high-speed railway through data mining. Construction of asset management, transportation safety regulation and supervision of the data analysis of typical scenarios to meet the high-speed railway data analysis needs could provide data support for management decisions
- high-speed railway /
- data analysis /
- applications