Computer Engineering and Applications ›› 2021, Vol. 57 ›› Issue (6): 49-57.DOI: 10.3778/j.issn.1002-8331.2012-0472

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Analysis of Hotspots and Progress in Intelligent Manufacturing in Recent 20 Years

WANG Youfa, ZHOU Yuanyuan, LUO Jianqiang   

  1. School of Management, Jiangsu University, Zhenjiang, Jiangsu 212013, China
  • Online:2021-03-15 Published:2021-03-12



  1. 江苏大学 管理学院,江苏 镇江 212013


Based on the data sources of Web of Science and CNKI, literature related to intelligent manufacturing collected from 2001 to 2020 are selected as research objects. CiteSpace visualization software is used to systematically summarize and analyze the overall status quo, research hotspots and development context of intelligent manufacturing research. It is found that, in recent years, intelligent manufacturing research has been highly valued by scholars, and the number of literatures has exploded. The research topic has distinct characteristics of the times, and the research hot spots in the field of intelligent manufacturing in WOS and CNKI are different in many aspects, such as theoretical and empirical research. Finally, the frontier trend of intelligent manufacturing research is analyzed, and four possible directions in the future are proposed.

Key words: intelligent manugacturing, hotspot evolution, mapping knowledge domains, visualization


基于Web of Science和CNKI数据源,分别选取2001—2020年收录的智能制造相关文献作为研究对象,利用CiteSpace可视化软件,对智能制造研究总体现状、研究热点及发展脉络进行了系统梳理与分析。研究发现:近年来智能制造研究受到学者们的高度重视,文献数量呈爆发式增长;研究主题具有鲜明的时代特征,WOS与CNKI数据库中,智能制造领域研究热点在理论与实证研究等多方面存在差异。对智能制造研究的前沿趋势进行分析,并提出未来可能的4个主要方向。

关键词: 智能制造, 热点演进, 知识图谱, 可视化