高等教育中的人工智能:现有文献计量学分析

Roberto López-Chila, Joe Llerena-Izquierdo, Nicolás Sumba-Nacipucha, Jorge Cueva-Estrada
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引用次数: 0

摘要

人工智能(AI)自 20 世纪 50 年代诞生以来,已从技术应用发展到教育应用。人工智能正在成为教育领域的重要工具。将其融入教育有望实现学习的个性化和全球化。尽管人工智能潜力巨大,但考虑其伦理挑战和用途也至关重要。这项文献计量学研究旨在了解高等教育中人工智能的现状,为今后的研究奠定基础。我们使用 Scopus 数据库对 2017 年至 2023 年期间的文献进行了计量分析。查询于 2023 年 10 月 23 日进行,重点是标题、关键词和摘要。共找到 870 篇文章,在删除错误数据后对其元数据进行了分析。使用 VOSviewer 软件对相似性进行了可视化,并按国家、作者和合作关系对出版物进行了研究。研究发现,高等教育中的人工智能研究在稳步增长,突出的领域包括计算机科学和社会科学。中国和美国的论文产量和引用率均居首位。人工智能"、"chatgpt "和 "机器学习 "等关键词表明了发展趋势和关注领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence in Higher Education: An Analysis of Existing Bibliometrics
Since its origin in the 1950s, artificial intelligence (AI) has evolved from technological to educational applications. AI is emerging as an essential tool in education. Its integration into education promises the personalization and the globalization of learning. Despite its potential, it is crucial to consider its ethical challenges and uses. This bibliometric study sought to understand the current state of AI in higher education in order to provide a basis for future research. A bibliometric analysis was conducted between 2017 and 2023, using the Scopus database. The query was performed on 23 October 2023 and focused on titles, keywords, and abstracts. A total of 870 articles were found, and their metadata were analyzed after removing incorrect data. VOSviewer software was used to visualize the similarities, and the publications were studied by country, authors, and collaborations. A steady growth in AI studies in higher education was found, highlighting areas such as computer science and social sciences. China and the United States led in production and citations. Keywords such as “artificial intelligence”, “chatgpt”, and “machine learning” indicated trends and areas of interest.
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