农业图书情报学报 ›› 2024, Vol. 36 ›› Issue (8): 4-19.doi: 10.13998/j.cnki.issn1002-1248.24-0644

• AI素养专题 •    下一篇

以人为本的人工智能素养教育探究:UNESCO教师和学生人工智能能力框架的解读与启示

吴丹1,2, 孙昕玦1   

  1. 1. 武汉大学 信息管理学院,武汉 430072
    2. 武汉大学 人机交互与用户行为研究中心,武汉 430072
  • 收稿日期:2024-07-05 出版日期:2024-08-05 发布日期:2024-12-13
  • 作者简介:

    吴丹(1978- ),女,博士,教授,研究方向为信息组织与检索、人机交互

    孙昕玦(1999- ),女,博士研究生,研究方向为人工智能素养、人机交互

  • 基金资助:
    国家自然科学基金重大研究计划培育项目“人机交互视角下数据与知识双驱动的可解释智能决策方法研究”(92370112); 湖北省自然科学基金创新群体项目“以人为本的人工智能创新应用”(2023AFA012)

Exploring Human-centered AI Literacy Education: Interpretation and Insights from UNESCO's AI Competency Framework for Teachers and Students

Dan WU1,2, Xinjue SUN1   

  1. 1. School of Information Management, Wuhan University, Wuhan 430072
    2. Center for Studies of Human-Computer Interaction and User Behavior, Wuhan University, Wuhan 430072
  • Received:2024-07-05 Online:2024-08-05 Published:2024-12-13

摘要:

[目的/意义] 人工智能素养的提升已成为全球教育的重要议题,通过解读UNESCO教师和学生人工智能能力框架中的核心内容和关键能力,可以为教育者、政策制定者等主体提供具体的参考依据,以支持中国人工智能素养教育的落地实施,帮助学生和教师在智能时代中提升人工智能素养。 [方法/过程] 拆解UNESCO能力框架出台的前期相关政策积累以及相关制定背景,分析《学生人工智能能力框架》与《教师人工智能能力框架》的文本内容,以关键原则与框架主体两部分内容为核心对能力框架的内容进行解读。 [结果/结论] 基于能力框架所提供的经验,结合当下人工智能素养教育的实际情况,从主体价值、政策修葺、履践致远和未来应用4个方面为中国人工智能素养教育发展提供启示与建议参考。

关键词: 人工智能素养, 人工智能素养教育, 人工智能能力框架, 以人为本的人工智能观念

Abstract:

[Purpose/Significance] Improving artificial intelligence (AI) literacy has emerged as a critical focus in global education, reflecting the growing significance of AI in today's society. This study aims to explore and interpret the core elements and key competencies articulated in the UNESCO AI Competency Framework for teachers and students, and to provide practical guidance for educators and policymakers, offering insights that can facilitate the systematic integration of AI literacy education. A comprehensive approach to AI education is needed to equip both students and teachers with the skills and knowledge necessary to navigate and thrive in an increasingly intelligent era. The results of this study are intended to support the formulation of effective pedagogical strategies, thereby contributing to the enhancement of AI literacy among educational stakeholders. [Method/Process] The study analyzes the preliminary policy foundations and background that led to the creation of the UNESCO AI Competency Framework. It analyzes the content of both the AI CFS and the AI CFT, focusing on key principles and framework structure to systematically interpret the framework's content. In particular, this study explores the policy context in which these frameworks were developed and examines how global educational goals and technological advances have influenced the articulation of AI competencies. By understanding the development and rationale behind the UNESCO AI Competency Framework, this study aims to provide a comprehensive overview that can support the development of effective AI literacy initiatives. It also highlights the connections between the intentions of the frameworks and the practical competencies required of educators and students, thereby contributing to a deeper understanding of how AI literacy can be meaningfully integrated into educational practice. [ [Results/Conclusions] Based on the experience provided by the competency framework and considering the current state of AI literacy education, this study offers insights and recommendations for developing AI literacy education in China from four perspectives: core values, policy refinement, practical application, and future implementation. Specifically, this study emphasizes that all educational stakeholders should work together to improve AI educational content and methods, and move toward a teacher-student-AI interaction model that empowers teachers, fosters student creativity, and integrates AI as a facilitator of personalized, flexible, and multidirectional learning. In terms of policy refinement, this study advocates for the creation of a supportive policy environment that addresses the unique challenges faced by educators and learners in the Chinese context. For practical application, the study provides actionable recommendations for integrating AI literacy into curricula, emphasizing project-based learning, hands-on experiences, and interdisciplinary approaches that foster a comprehensive understanding of AI concepts. Finally, in terms of future implementation, this study highlights the need for ongoing professional development for educators, such as the establishment of assessment mechanisms to monitor and evaluate the effectiveness of AI literacy programs over time.

Key words: AI literacy, AI literacy education, AI competency framework, human-centered approach to AI

中图分类号:  G252.7,TP18

引用本文

吴丹, 孙昕玦. 以人为本的人工智能素养教育探究:UNESCO教师和学生人工智能能力框架的解读与启示[J]. 农业图书情报学报, 2024, 36(8): 4-19.

Dan WU, Xinjue SUN. Exploring Human-centered AI Literacy Education: Interpretation and Insights from UNESCO's AI Competency Framework for Teachers and Students[J]. Journal of Library and Information Science in Agriculture, 2024, 36(8): 4-19.