Miao Ning, Cai Bo, Qingyue Wang, Xinran Wang, Qianqian Guo
{"title":"人工智能对教育发展影响的文献计量分析","authors":"Miao Ning, Cai Bo, Qingyue Wang, Xinran Wang, Qianqian Guo","doi":"10.46338/ijetae0224_01","DOIUrl":null,"url":null,"abstract":"This study explores the development trends of AI in education through a bibliometric analysis of literature from 2011 to 2021. Using the Biblioshiny toolkit for Bibliometrix in R language, we analyzed titles, authors, abstracts, keywords, citations, and affiliations. The findings reveal research changes and hot directions in AI education, forecasting future developments. While regions like the US and UK have achieved success in AI education, China is integrating AI into teaching disciplines. The rise of AIGC and companies like OpenAI is accelerating AI integration in education, creating opportunities for personalized learning, adaptive education, and intelligent educational management. Collaboration among stakeholders and comprehensive strategies are crucial for successful AI implementation in education.","PeriodicalId":169403,"journal":{"name":"International Journal of Emerging Technology and Advanced Engineering","volume":"19 10","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Bibliometric Analysis of the Influence of Artificial Intelligence on the Development of Education\",\"authors\":\"Miao Ning, Cai Bo, Qingyue Wang, Xinran Wang, Qianqian Guo\",\"doi\":\"10.46338/ijetae0224_01\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study explores the development trends of AI in education through a bibliometric analysis of literature from 2011 to 2021. Using the Biblioshiny toolkit for Bibliometrix in R language, we analyzed titles, authors, abstracts, keywords, citations, and affiliations. The findings reveal research changes and hot directions in AI education, forecasting future developments. While regions like the US and UK have achieved success in AI education, China is integrating AI into teaching disciplines. The rise of AIGC and companies like OpenAI is accelerating AI integration in education, creating opportunities for personalized learning, adaptive education, and intelligent educational management. Collaboration among stakeholders and comprehensive strategies are crucial for successful AI implementation in education.\",\"PeriodicalId\":169403,\"journal\":{\"name\":\"International Journal of Emerging Technology and Advanced Engineering\",\"volume\":\"19 10\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Emerging Technology and Advanced Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.46338/ijetae0224_01\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Emerging Technology and Advanced Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.46338/ijetae0224_01","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本研究通过对 2011 年至 2021 年的文献进行文献计量分析,探讨人工智能在教育领域的发展趋势。我们使用 R 语言中的 Bibliometrix Biblioshiny 工具包,分析了标题、作者、摘要、关键词、引文和所属单位。研究结果揭示了人工智能教育领域的研究变化和热点方向,预测了未来的发展。美国和英国等地区在人工智能教育方面取得了成功,而中国正在将人工智能融入教学学科。AIGC和OpenAI等公司的崛起正在加速人工智能与教育的融合,为个性化学习、自适应教育和智能教育管理创造机会。利益相关者之间的合作和全面的战略对于在教育领域成功实施人工智能至关重要。
Bibliometric Analysis of the Influence of Artificial Intelligence on the Development of Education
This study explores the development trends of AI in education through a bibliometric analysis of literature from 2011 to 2021. Using the Biblioshiny toolkit for Bibliometrix in R language, we analyzed titles, authors, abstracts, keywords, citations, and affiliations. The findings reveal research changes and hot directions in AI education, forecasting future developments. While regions like the US and UK have achieved success in AI education, China is integrating AI into teaching disciplines. The rise of AIGC and companies like OpenAI is accelerating AI integration in education, creating opportunities for personalized learning, adaptive education, and intelligent educational management. Collaboration among stakeholders and comprehensive strategies are crucial for successful AI implementation in education.