二十年来人工智能在教育中的应用可视化

Zhonggen Yu
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引用次数: 20

摘要

随着计算机科学的快速发展,人工智能(AI)在教育中的应用引起了全世界的广泛关注,尽管它仍然是一个年轻的领域,有许多研究元素尚未得到充分的探索。本研究利用VOSviewer和CiteSpace对文献进行可视化评价和分类,为读者在基于关键词的聚类映射、国家书目耦合、基于共被引、被引次数、爆发、中间中心性和sigma的聚类映射等方面提供参考。研究人员在着手研究人工智能在教育中的有效性、效率或有用性时,也可以认真考虑这项研究的结果。未来在教育中使用人工智能的研究很可能需要计算机科学、统计学、教育、认知和机器人之间的跨学科合作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visualizing Artificial Intelligence Used in Education Over Two Decades
With the rapid development of computer science, use of artificial intelligence (AI) in education has caught much attention across the world although it is still a young field with many under-explored research elements. Through visualizing study with bibliometric evaluation and taxonomy of the literature using both VOSviewer and CiteSpace, this study provided references for readers in terms of cluster mapping on the basis of keywords, bibliographic coupling of countries, cluster mapping on the basis of co-citations, citation counts, bursts, betweenness centrality, and sigma. Researchers could also take the findings of this study into serious consideration when they set about researching effectiveness, efficiency, or usefulness of AI in education. Future research into use of AI in education will most likely need interdisciplinary cooperation between computer science, statistics, education, cognition, and robotics.
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