基于科学计量的世界人工智能领域发展状况分析
发布时间：2018-11-11 15:27
【摘要】：分析了人工智能领域近15年的发展状况,预测了未来的发展趋势,帮助研究人员快速掌握领域概况。运用SciMAT软件进行关键词共现分析,利用生成的主题演化图、战略图揭示发展状况及子领域成熟度,预测未来发展趋势。2002-2016年,人工智能领域发文量及关键词总数总体呈上升趋势,说明该领域发展势态良好。随时间推移,各阶段类团数增多,说明该领域多方面发展。神经网络、智能机器人一直是人工智能领域研究的热点,且研究规模随着时间的推移不断扩大并逐步走向成熟。人工智能正发生从理论到应用的转变;神经网络、智能机器人将会是未来人工智能领域发展的热门。
[Abstract]:This paper analyzes the development of artificial intelligence in the past 15 years, predicts the future development trend, and helps researchers to grasp the general situation of the field quickly. Using SciMAT software to carry out keyword co-occurrence analysis, using generated thematic evolution map, strategic map to reveal the development situation and sub-domain maturity, forecast the future development trend. The number of papers and the total number of keywords in the field of artificial intelligence are on the rise, indicating that the development of this field is good. As time goes on, the number of clusters in each stage increases, indicating that there are many developments in this field. Neural network, intelligent robot has been the research hotspot in the field of artificial intelligence, and the scale of the research has been expanded and gradually matured with the passage of time. Artificial intelligence is changing from theory to application, and neural network, intelligent robot will be a hot topic in the field of artificial intelligence in the future.
【作者单位】： 中国科学技术信息研究所;
【基金】：国家社会科学基金项目:国内外主要学科分类体系的集成映射实证研究(16BTQ077) 中国科学技术信息研究所创新研究基金面上项目(MS2017-01) 中信所重点工作项目(ZD2017-14)资助
【分类号】：G353.1;TP18
本文编号：2325275
[Abstract]:This paper analyzes the development of artificial intelligence in the past 15 years, predicts the future development trend, and helps researchers to grasp the general situation of the field quickly. Using SciMAT software to carry out keyword co-occurrence analysis, using generated thematic evolution map, strategic map to reveal the development situation and sub-domain maturity, forecast the future development trend. The number of papers and the total number of keywords in the field of artificial intelligence are on the rise, indicating that the development of this field is good. As time goes on, the number of clusters in each stage increases, indicating that there are many developments in this field. Neural network, intelligent robot has been the research hotspot in the field of artificial intelligence, and the scale of the research has been expanded and gradually matured with the passage of time. Artificial intelligence is changing from theory to application, and neural network, intelligent robot will be a hot topic in the field of artificial intelligence in the future.
【作者单位】： 中国科学技术信息研究所;
【基金】：国家社会科学基金项目:国内外主要学科分类体系的集成映射实证研究(16BTQ077) 中国科学技术信息研究所创新研究基金面上项目(MS2017-01) 中信所重点工作项目(ZD2017-14)资助
【分类号】：G353.1;TP18
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，本文编号：2325275
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