{"title":"法医研究中人工智能文献的可视化分析。","authors":"Yi-Ming Dong, Chun-Mei Zhao, Nian-Nian Chen, Li Luo, Zhan-Peng Li, Li-Kai Wang, Xiao-Qian Li, Ting-Gan Ren, Cai-Rong Gao, Xiang-Jie Guo","doi":"10.12116/j.issn.1004-5619.2023.430311","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>To analyze the literature on artificial intelligence in forensic research from 2012 to 2022 in the Web of Science Core Collection Database, to explore research hotspots and developmental trends.</p><p><strong>Methods: </strong>A total of 736 articles on artificial intelligence in forensic medicine in the Web of Science Core Collection Database from 2012 to 2022 were visualized and analyzed through the literature measuring tool CiteSpace. The authors, institution, country (region), title, journal, keywords, cited references and other information of relevant literatures were analyzed.</p><p><strong>Results: </strong>A total of 736 articles published in 220 journals by 355 authors from 289 institutions in 69 countries (regions) were identified, with the number of articles published showing an increasing trend year by year. Among them, the United States had the highest number of publications and China ranked the second. Academy of Forensic Science had the highest number of publications among the institutions. <i>Forensic Science International</i>, <i>Journal of Forensic Sciences</i>, <i>International Journal of Legal Medicine</i> ranked high in publication and citation frequency. Through the analysis of keywords, it was found that the research hotspots of artificial intelligence in the forensic field mainly focused on the use of artificial intelligence technology for sex and age estimation, cause of death analysis, postmortem interval estimation, individual identification and so on.</p><p><strong>Conclusions: </strong>It is necessary to pay attention to international and institutional cooperation and to strengthen the cross-disciplinary research. Exploring the combination of advanced artificial intelligence technologies with forensic research will be a hotspot and direction for future research.</p>","PeriodicalId":12317,"journal":{"name":"法医学杂志","volume":"40 1","pages":"1-14"},"PeriodicalIF":0.0000,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Visualization Analysis of Artificial Intelligence Literature in Forensic Research.\",\"authors\":\"Yi-Ming Dong, Chun-Mei Zhao, Nian-Nian Chen, Li Luo, Zhan-Peng Li, Li-Kai Wang, Xiao-Qian Li, Ting-Gan Ren, Cai-Rong Gao, Xiang-Jie Guo\",\"doi\":\"10.12116/j.issn.1004-5619.2023.430311\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>To analyze the literature on artificial intelligence in forensic research from 2012 to 2022 in the Web of Science Core Collection Database, to explore research hotspots and developmental trends.</p><p><strong>Methods: </strong>A total of 736 articles on artificial intelligence in forensic medicine in the Web of Science Core Collection Database from 2012 to 2022 were visualized and analyzed through the literature measuring tool CiteSpace. The authors, institution, country (region), title, journal, keywords, cited references and other information of relevant literatures were analyzed.</p><p><strong>Results: </strong>A total of 736 articles published in 220 journals by 355 authors from 289 institutions in 69 countries (regions) were identified, with the number of articles published showing an increasing trend year by year. Among them, the United States had the highest number of publications and China ranked the second. Academy of Forensic Science had the highest number of publications among the institutions. <i>Forensic Science International</i>, <i>Journal of Forensic Sciences</i>, <i>International Journal of Legal Medicine</i> ranked high in publication and citation frequency. Through the analysis of keywords, it was found that the research hotspots of artificial intelligence in the forensic field mainly focused on the use of artificial intelligence technology for sex and age estimation, cause of death analysis, postmortem interval estimation, individual identification and so on.</p><p><strong>Conclusions: </strong>It is necessary to pay attention to international and institutional cooperation and to strengthen the cross-disciplinary research. Exploring the combination of advanced artificial intelligence technologies with forensic research will be a hotspot and direction for future research.</p>\",\"PeriodicalId\":12317,\"journal\":{\"name\":\"法医学杂志\",\"volume\":\"40 1\",\"pages\":\"1-14\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-02-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"法医学杂志\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.12116/j.issn.1004-5619.2023.430311\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"法医学杂志","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12116/j.issn.1004-5619.2023.430311","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
摘要
目的分析2012年至2022年Web of Science核心文库中有关法医学研究中人工智能的文献,探讨研究热点和发展趋势:通过文献计量工具 CiteSpace,对 Web of Science 核心文库中 2012 年至 2022 年有关法医学研究中人工智能的 736 篇文献进行可视化分析。分析了相关文献的作者、机构、国家(地区)、标题、期刊、关键词、被引参考文献等信息:共有 69 个国家(地区)289 个机构的 355 位作者在 220 种期刊上发表了 736 篇文章,文章发表数量呈逐年上升趋势。其中,美国发表的文章数量最多,中国排名第二。在这些机构中,法医学研究院发表的论文数量最多。国际法医学》、《法医学杂志》、《国际法医学杂志》的发表量和被引频次均位居前列。通过关键词分析发现,人工智能在法医领域的研究热点主要集中在利用人工智能技术进行性别年龄推算、死因分析、死后间隔推算、个体识别等方面:有必要重视国际和机构合作,加强跨学科研究。探索先进人工智能技术与法医学研究的结合将是未来研究的热点和方向。
Visualization Analysis of Artificial Intelligence Literature in Forensic Research.
Objectives: To analyze the literature on artificial intelligence in forensic research from 2012 to 2022 in the Web of Science Core Collection Database, to explore research hotspots and developmental trends.
Methods: A total of 736 articles on artificial intelligence in forensic medicine in the Web of Science Core Collection Database from 2012 to 2022 were visualized and analyzed through the literature measuring tool CiteSpace. The authors, institution, country (region), title, journal, keywords, cited references and other information of relevant literatures were analyzed.
Results: A total of 736 articles published in 220 journals by 355 authors from 289 institutions in 69 countries (regions) were identified, with the number of articles published showing an increasing trend year by year. Among them, the United States had the highest number of publications and China ranked the second. Academy of Forensic Science had the highest number of publications among the institutions. Forensic Science International, Journal of Forensic Sciences, International Journal of Legal Medicine ranked high in publication and citation frequency. Through the analysis of keywords, it was found that the research hotspots of artificial intelligence in the forensic field mainly focused on the use of artificial intelligence technology for sex and age estimation, cause of death analysis, postmortem interval estimation, individual identification and so on.
Conclusions: It is necessary to pay attention to international and institutional cooperation and to strengthen the cross-disciplinary research. Exploring the combination of advanced artificial intelligence technologies with forensic research will be a hotspot and direction for future research.