Agent行为建模与仿真研究的热点与趋势——基于CiteSpace图谱量化分析

Hotspots and Trends of Agent Behavior Modeling and Simulation Research——Based on the Quantitative Analysis of Citespace Atlas

目的:比较国内外Agent行为建模与仿真研究热点与趋势,为我国研究者更有效地应用Agent行为建模与仿真提供参考依据。方法:运用CiteSpace5.7R5软件对中国知网和Web of Science核心合集数据库2011年1月1日至2021年3月31日中有关Agent行为建模与仿真研究的文献进行图谱量化分析。结果:共检索到有效中文文献864篇、英文文献2323篇,国内发文量整体呈下降趋势,国外发文量整体呈上升趋势,发文量高的国家集中在发达国家,国外研究前沿已经延伸到物理学、金融学、哲学、生物学、物流学、人工智能等方面。国内研究热点主要集中在社会学、物理学、网络模型等方面。结论:Agent行为建模与仿真研究的应用范围较广泛,与国际相比国内Agent行为建模与仿真研究还存在一定的差距,研究深度和广度有待进一步拓展,国内应参考国际Agent行为建模与仿真研究的热点及前沿,探索适合我国特色的Agent行为建模与仿真系统体系,以促进我国Agent行为建模与仿真的发展。

Objective:To compare the research hotspots and trends of Agent behavior modeling and simulation at home and abroad,and to provide references for Chinese researchers to apply Agent behavior modeling and simulation more effectively.Methods:The CiteSpace5.7 knowledge graph software was used to visually analyze the literature on Agent behavior modeling and simulation research in the CNKI database from January 1,2011 to March 31,2021.Results:A total of 864 valid Chinese documents and 2,323 documents in English were retrieved.The overall number of domestic publications is on the decline,and the overall number of foreign publications is on the rise.Countries with high publications are concentrated in developed countries,and the frontiers of foreign research have been extended to physics,finance,philosophy,biology,logistics,artificial intelligence,etc.Domestic research hotspots mainly focus on sociology,physics,network models,etc.Conclusion:Agent behavior modeling and simulation research has a wide range of applications.Compared with international Agents,there is still a certain gap in domestic Agent behavior modeling and simulation research.The depth and breadth of research need to be further expanded.Domestic research should refer to international Agent behavior modeling and simulation research.In order to promote the development of Agent behavior modeling and simulation in our country,it explores the characteristics of the Agent behavior modeling and simulation system system suitable for our country.