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教育中的人工智能:应对K-12教育环境中的伦理挑战。

Artificial intelligence in education: Addressing ethical challenges in K-12 settings.

作者信息

Akgun Selin, Greenhow Christine

机构信息

Michigan State University, East Lansing, MI USA.

出版信息

AI Ethics. 2022;2(3):431-440. doi: 10.1007/s43681-021-00096-7. Epub 2021 Sep 22.

Abstract

Artificial intelligence (AI) is a field of study that combines the applications of machine learning, algorithm productions, and natural language processing. Applications of AI transform the tools of education. AI has a variety of educational applications, such as personalized learning platforms to promote students' learning, automated assessment systems to aid teachers, and facial recognition systems to generate insights about learners' behaviors. Despite the potential benefits of AI to support students' learning experiences and teachers' practices, the ethical and societal drawbacks of these systems are rarely fully considered in K-12 educational contexts. The ethical challenges of AI in education must be identified and introduced to teachers and students. To address these issues, this paper (1) briefly defines AI through the concepts of machine learning and algorithms; (2) introduces applications of AI in educational settings and benefits of AI systems to support students' learning processes; (3) describes ethical challenges and dilemmas of using AI in education; and (4) addresses the teaching and understanding of AI by providing recommended instructional resources from two providers-i.e., the Massachusetts Institute of Technology's (MIT) Media Lab and Code.org. The article aims to help practitioners reap the benefits and navigate ethical challenges of integrating AI in K-12 classrooms, while also introducing instructional resources that teachers can use to advance K-12 students' understanding of AI and ethics.

摘要

人工智能(AI)是一个研究领域,它结合了机器学习、算法生成和自然语言处理的应用。人工智能的应用改变了教育工具。人工智能有多种教育应用,比如促进学生学习的个性化学习平台、辅助教师的自动评估系统以及生成关于学习者行为见解的面部识别系统。尽管人工智能在支持学生学习体验和教师教学实践方面有潜在益处,但在K-12教育背景下,这些系统的伦理和社会弊端很少得到充分考虑。必须识别出人工智能在教育中的伦理挑战并向教师和学生介绍。为解决这些问题,本文(1)通过机器学习和算法的概念简要定义人工智能;(2)介绍人工智能在教育环境中的应用以及人工智能系统对支持学生学习过程的益处;(3)描述在教育中使用人工智能的伦理挑战和困境;(4)通过提供来自两个机构——即麻省理工学院媒体实验室和Code.org的推荐教学资源,阐述人工智能的教学与理解。本文旨在帮助教育从业者在K-12课堂中收获整合人工智能的益处并应对伦理挑战,同时还介绍教师可用于提升K-12学生对人工智能和伦理理解的教学资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/adae/8455229/323d52a6f91e/43681_2021_96_Fig1_HTML.jpg

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