摘要
通过分析大数据背景下国内外开放式创新研究的现状,针对汽车开发阶段存在的问题,研究了大数据智能分析在汽车开发阶段的应用。进一步结合某汽车集团汽车研发的特点,提出了面向汽车开发的互联网大数据智能分析平台,利用大数据智能分析技术,打造以工程师为中心的分析单元。该平台基于对现有业务场景的探索和应用,积累了海量数据资源,补充了汽车行业语义库,提高了主机厂自身的数据清洗、挖掘及分析能力,打破了数据分析在人力和时间等方面的限制,降低了主机厂对第三方互联网调研企业的依赖。
Based on the analysis on the research status of open innovation in the background of big data at home and abroad,this paper studies the application of big data intelligent analysis in automobile development.Combining with the characteristics of typical auto group automobile research and development,it puts forward the automobile development-oriented internet big data intelligent analysis platform.Based on the exploration and application of existing business scenarios,the platform accumulates massive data resources,supplements the automotive industry semantic database,and improves the data cleaning,mining and analysis capabilities of the host plant itself and breaks the restrictions of data analysis in terms of manpower and time,and reduces the dependence of the auto OEM on third-party internet survey enterprises.
作者
李原
陈劲
于飞
吕佳颖
杨慧
Li Yuan;Chen Jin;Yu Fei;Lv Jiaying;Yang Hui(Research Institute of Beijing Automotive Co.,Ltd,Beijing 101300,China;Research Center for Technological Innovation,Tsinghua University,Beijing 100084,China;City Cloud International Co.,Ltd.,Hangzhou 310000,China)
出处
《技术经济》
CSSCI
北大核心
2018年第9期108-113,共6页
Journal of Technology Economics
基金
国家社会科学规划办全国哲学社会科学基金项目"建设世界科技创新强国的战略比较与实现路径研究"(20175010289)
关键词
大数据分析
开放式创新
汽车开发
智能分析
big data analysis
open innovation
automobile development
intelligent analysis
