基于科学数据的人工智能与制造业融合现状分析

Analysis on the Integration of Artificial Intelligence and Manufacturing Industry Based on Scientific Data

人工智能技术正处于高速发展阶段,人工智能与制造业的结合应用正受到学术各领域的高度关注。本文以中文核心期刊中人工智能与制造相关的484篇论文为研究对象,通过知识图谱的方式,对人工智能与制造业融合应用研究现状的外部特征、合作网络、关键词、研究主题等内容进行可视化分析,探讨了当前该领域的研究热点。最后,总结该研究领域当前的发展前沿与现状,为相关领域发展提供辅助参考。

Artificial intelligence(AI) technology is in the phase of high-speed development, and the combination application of artificial intelligence and manufacturing industry is receiving high attention in various academic fields. In this paper, 484 papers related to AI and manufacturing in Chinese core journals are taken as research objects, and the external features, cooperation networks, keywords and research topics of the research field of AI and manufacturing integration are visually analyzed by means of knowledge mapping, and the current research hotspots in this field are discussed. Finally, the current development frontier and current situation of this research field are summarized, which will provide an auxiliary reference for the development of related researches.