教育研究中人工智能研究的知识图谱:文献综述

IF 0.9 Q4 BUSINESS
T. Chankoson, Fenglei Chen, Zhiting Wang, Mengqi Wang, Khunanan Sukpasjaroen
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引用次数: 1

摘要

本研究旨在为从事人工智能在教育中应用研究领域的研究人员提供一个系统完整的知识图谱。此外,它旨在帮助研究人员从图书馆信息学的角度快速了解作者合作特征、机构合作特征、趋势研究主题、进化趋势和学者的研究前沿。本研究采用文献计量方法,借助文献计量分析软件CiteSpace对检索到的文献进行定量分析。分析结果以表格和视觉图像的形式呈现在本文中。本研究的结果表明,学者之间的合作关系需要改善,研究机构之间的合作研究关系更加分散。本研究还指出了本研究的不足之处:中国教育研究者和从业者对人工智能与教育融合发展过程中的一些根本问题仍有相对模糊的认识。因此,本文运用文献计量学和可视化图片等定量研究方法,在已有文献的基础上,系统直观地揭示了人工智能在教育中应用的研究进展和趋势,为未来该课题的进一步研究提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge Mapping for the Study of Artificial Intelligence in Education Research: Literature Reviews
This study aims to provide a systematic and complete knowledge map for researchers working in the field of research on the application of artificial intelligence in education. In addition, it is designed to help researchers quickly understand author collaboration characteristics, institutional collaboration characteristics, trending research topics, evolutionary trends, and research frontiers of scholars from a library informatics perspective. In this study, a bibliometric approach was used to quantitatively analyze the retrieved literature with the help of the bibliometric analysis software CiteSpace. The analysis results are presented in tables and visual images in this paper. The results of this study indicate that collaborative relationships among scholars need to be improved and collaborative research relationships among research institutions are more fragmented. This study also points out the shortcomings of this study: Chinese educational researchers and practitioners still have a relatively vague understanding of some fundamental issues in the process of integration and development of AI and education. Therefore, this paper uses quantitative research methods such as bibliometrics and visualization pictures to systematically and intuitively reveal the research progress and trends on the application of artificial intelligence in education based on the published literature and to provide a reference for further research on this topic in the future.
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来源期刊
CiteScore
2.00
自引率
11.10%
发文量
0
审稿时长
8 weeks
期刊介绍: The Journal of Intelligence Studies in Business (JISIB) is a double blinded peer reviewed open access journal published by Halmstad University, Sweden. Its mission is to help facilitate and publish original research, conference proceedings and book reviews. The journal includes articles within areas such as Competitive Intelligence, Business Intelligence, Market Intelligence, Scientific and Technical Intelligence, Collective Intelligence and Geo-economics. This means that the journal has a managerial as well as an applied technical side (Information Systems), as these are now well integrated in real life Business Intelligence solutions. By focusing on business applications the journal do not compete directly with journals of Library Sciences or State or Military Intelligence Studies. Topics within the selected study areas should show clear practical implications.
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