摘要
在介绍人工智能的定义、发展与内涵的基础上,结合当前我国智能铁路的发展背景,从推理与推荐系统、机器学习、计算机视觉、知识表达与常识库等方面综合阐述人工智能在我国铁路的应用与发展情况,总结现阶段人工智能在铁路领域研究与应用过程中存在的问题,并对未来铁路人工智能的发展提出合理建议,以保障智能铁路战略顺利实施与发展。
This paper examines the definition,development and connotation of artificial intelligence,expounds the application and development of artificial intelligence in the railway sector in China from the aspects of reasoning and recommendation system,machine learning,computer vision,knowledge expression and knowledge base based on the current development background of intelligent railway in China,comprehensively,and summarizes the problems in the research and application process of artificial intelligence in railway at present,and puts forward reasonable suggestions for the future development of railway artificial intelligence,in order to ensure the smooth implementation and development of the intelligent railway strategy.
作者
张晓栋
马小宁
李平
武威
ZHANG Xiaodong;MA Xiaoning;LI Ping;WU Wei(Institute of Computing Technology,China Academy of Railway Sciences Corporation Limited,Beijing 100081,China)
出处
《中国铁路》
2019年第11期32-38,共7页
China Railway
基金
中国工程院咨询研究重大项目（2018-ZD-05）
中国铁路总公司科技研究开发计划项目（2017X001-D、K2018T003）
中国铁道科学研究院集团有限公司电子计算技术研究所创新基金项目（DZYF18-22）
关键词
智能铁路
人工智能
大数据
云计算
机器学习
intelligent railway
artificial intelligence
big data
cloud computing
machine learning
