摘要
随着大数据应用的普及,特别是人工智能技术的突破,促使决策范式从信息化向智能化升级转型.以大数据解析和混合智能为核心技术支撑的决策智能,正处于萌芽阶段,已逐渐受到学术界、政府部门和产业界的重视,相关研究对实施科技强国战略具有重要意义.结合国家自然科学基金委管理科学部“十四五”规划相关领域的前期专家讨论意见,本文凝练出该领域五个值得深入探索的研究方向,并给出了每个方向的典型科学问题示例.
As big data applications gain popularity and artificial intelligence( AI) technology enjoys many breakthroughs, the decision-making paradigm is transitioning from information systems-based to AI-based. Decision intelligence, with big data analysis and hybrid intelligence as its core supporting technologies, is in its infancy and has increasingly attracted the attention of academia, government, and industry. Decision intelligence research is of great significance to the implementation of the strategy of strengthening the country through science and technology. Building on the expert panel discussions concerning the 14 th Five-Year Plan of the Management Science Department of the National Natural Science Foundation of China( NSFC), this paper summarizes five promising research directions, worthy of further exploration, in the emerging field of decision intelligence. For each direction, representative scientific questions are presented, along with their implications.
作者
曾大军
李一军
唐立新
陈剑
刘忠
寇纲
李建平
田怀玉
邓天虎
熊熊
张维
梁嘉琦
徐楠
ZENG Da-jun;LI Yi-jun;TANG Li-xin;CHEN Jian;LIU Zhong;KOU Gang;LI Jian-ping;TIAN Huai-yu;DENG Tian-hu;XIONG Xiong;ZHANG Wei;LIANG Jia-qi;XU Nan(The State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;University of Chinese Academy of Sciences,Beijing 100049,China;School of Economics and Management,Harbin Institute of Technology,Harbin 150001,China;Key Laboratory of Data Analytics and Optimization for Smart Industry,Ministry of Education,Northeastern University,Shenyang 110819,China;School of Economics and Management,Tsinghua University,Beijing 100084,China;College of Systems Engineering,National University of Defense Technology,Changsha 410073,China;School of Business Administration,Southwestern University of Finance and Economics,Chengdu 611130,China;School of Economics and Management,University of Chinese Academy of Sciences,Beijing 100190,China;College of Global Change and Earth System Science,Beijing Normal University,Beijing 100875,China;Department of Industrial Engineering,Tsinghua University,Beijing 100084,China;College of Management and Economics,Tianjin University,Tianjin 300072,China)
出处
《管理科学学报》
CSSCI
CSCD
北大核心
2021年第8期18-25,共8页
Journal of Management Sciences in China
基金
科技创新2030—“新一代人工智能”资助重大项目(2020AAA0103405)
国家自然科学基金资助项目(71940001,71940007,71621002)
中国科学院资助先导项目(XDA27030100).
关键词
决策智能
混合智能
大数据解析
decision intelligence
hybrid intelligence
big data analytic
