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教育中的实用人工智能及其在数学学习与教学中的作用。

Pragmatic AI in education and its role in mathematics learning and teaching.

作者信息

Gabriel Florence, Kennedy JohnPaul, Marrone Rebecca, Leonard Simon

机构信息

Centre for Change and Complexity in Learning, UniSA: Education Futures, University of South Australia, Adelaide, SA, Australia.

出版信息

NPJ Sci Learn. 2025 May 11;10(1):26. doi: 10.1038/s41539-025-00315-4.

DOI:10.1038/s41539-025-00315-4
PMID:40348764
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12065888/
Abstract

Pragmatic, scalable and sustainable responses to persistent socio-emotional issues such as mathematics anxiety remain elusive. Artificial intelligence (AI) offers a promising approach by enhancing students’ perceptions of competence, control, and value while transforming teacher-student interactions. This paper advocates for a research agenda exploring AI’s role in shaping achievement emotions and calls for a broader shift in educational research toward leveraging AI for meaningful and transformative learning experiences.

摘要

对于诸如数学焦虑等持续存在的社会情感问题,切实可行、可扩展且可持续的应对措施仍然难以实现。人工智能(AI)提供了一种很有前景的方法,它可以增强学生的能力感、掌控感和价值感,同时改变师生互动。本文倡导开展一项研究议程,探索人工智能在塑造成就情绪方面的作用,并呼吁教育研究进行更广泛的转变,以利用人工智能创造有意义且具有变革性的学习体验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd5a/12065888/b683a28416f9/41539_2025_315_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd5a/12065888/b683a28416f9/41539_2025_315_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd5a/12065888/b683a28416f9/41539_2025_315_Fig1_HTML.jpg

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本文引用的文献

1
Learning analytics for lifelong career development: a framework to support sustainable formative assessment and self-reflection in programs developing career self-efficacy.终身职业发展的学习分析:一个支持职业自我效能感培养项目中可持续形成性评估和自我反思的框架。
Front Artif Intell. 2023 May 25;6:1173099. doi: 10.3389/frai.2023.1173099. eCollection 2023.
2
Artificial intelligence in education: Addressing ethical challenges in K-12 settings.教育中的人工智能:应对K-12教育环境中的伦理挑战。
AI Ethics. 2022;2(3):431-440. doi: 10.1007/s43681-021-00096-7. Epub 2021 Sep 22.
3
The Nature of Math Anxiety in Adults: Prevalence and Correlates.
成年人数学焦虑的本质:患病率及相关因素
J Numer Cogn. 2019;5(2):122-139. doi: 10.5964/jnc.v5i2.195. Epub 2019 Aug 22.