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2024, 12, No.455 23-30
生成式人工智能在数字教材建设中的现实问题、改进方法与实践策略
基金项目(Foundation): 人民教育出版社“十四五”规划2023年度重点课题“素养导向的信息科技生成式学习手册研制及创新应用”(课题编号:2023GHB02)研究成果
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摘要:

生成式人工智能的创新发展为数字教材建设提供了新方法与新策略,但是受技术工具论影响,生成式人工智能在数字教材应用中也还存在着“惰化学生思维、误导学生认知、淡化师生关系”等问题。针对上述问题,该研究从教学论视角分析了教材的信息化、结构化和指导化三项基本功能,通过思维链提示技术、检索增强生成技术和学习智能体等方式加强数字教材的基本功能;依据学习心理学理论将智能工具融入数字教材与教学应用中,发挥生成式人工智能优势,为学生搭建学习支架、生成个性化学习内容、提供“双师”教学指导,以智能化教材建设与应用推动教育大规模因材施教的开展。

Abstract:

The innovative development of Artificial Intelligence Generated Content(AIGC) offers new methods and strategies for the construction of digital textbooks. However, influenced by technological determinism, AIGC still faces issues in the application of digital textbooks, such as “making students' thinking lazy, misleading students' cognition, and diminishing the teacher-student relationship.” To address these issues, this study analyzes the three basic functions of textbooks from the perspective of educational theory: informatization,structuring, and guidance. It strengthens the functions of digital textbooks through Artificial Intelligence techniques such as chain of thought prompts, retrieval-augmented generation, and learning agents. Based on learning psychology theories, integrating intelligent tools into digital textbook teaching applications leverages the advantages of AIGC, builds learning scaffolds for students, generates personalized learning content, and provides “teacher and AI” instructional guidance, thereby promoting the large-scale implementation of personalized education through intelligent textbook construction and application.

参考文献

[1]宋毅,王繁.教育数字化背景下高等教育数字教材的内涵特征、发展现状与建设思路[J].中国大学教学,2024,(3):4-7.

[2][19]袁振国.教育数字化转型:转什么,怎么转[J].华东师范大学学报(教育科学版),2023,41(3):1-11.

[3]熊璋,王健.“AI+作业”,助手还是“枪手”[EB/OL].https://news.uibe.edu.cn/info/1371/71588.htm,2024-07-27.

[4]Adeshola I,Adepoju A P.The opportunities and challenges of Chat GPT in education[J].Interactive Learning Environments,2023,(9):1-14.

[5]Margaret E G.张奇译.学习与教学--从理论到实践[M].北京:中国轻工业出版社,2007.182-183.

[6]Opara E C,Adalikwu M T,Tolorunleke C A.Chat GPT for Teaching,Learning and Research:Prospects and Challenges[J].Global Academic Journal of Humanities and Social Sciences,2023,5:33-40.

[7][10][12][15]石鸥.教科书概论[M].广州:广东教育出版社,2019.

[8]张华.课程与教学论[M].上海:上海教育出版社,2007.476-478.

[9]钟启泉.从纸质教材到数字教材-网络时代教材研究的课题与展望[J].教育发展研究,2019,(6):1-7

[11]Wei J,Wang X,Schuurmans D,et al.Chain-of-thought prompting elicits reasoning in large language models[J].Advances in neural information processing systems,2022,35:24824-24837.

[13]Li H,Su Y,et al.A survey on retrieval-augmented text generation[EB/OL].https://doi.org/10.48550/ar Xiv.2202.01110,2024-09-15.

[14]Zhentao Xu,Mark Jerome Cruz,et al.,Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering[EB/OL].https://doi.org/10.1145/3626772.3661370,2024-07-30.

[16]Li G,Hammoud H,Itani H,et al.Camel:Communicative agents for"mind"exploration of large language model society[J].Advances in Neural Information Processing Systems,2023,36:51991-52008.

[17]Van de Pol J,Volman M,Beishuizen J.Scaffolding in teacherstudent interaction:A decade of research[J].Educational psychology review,2010,22:271-296.

[18]徐佳燕,盛群力.扶放有度,教学有序--一种支架式教学及其实施框架[J].数字教育,2016,2(1):86-92.

[20]Deepika,D.,Sindhu G.,et al.,Generation of Smart Text Book using AI[EB/OL].https://ieeexplore.ieee.org/document/10353266/,2024-07-30.

[21]李志超.从“教材”到“学材”:以学生为中心的教材观研究[J].课程·教材·教法,2020,40(8):25-31.

[22]周玲,王烽.生成式人工智能的教育启示:让每个人成为他自己[J].中国电化教育,2023,(5):9-14.

[23]李政涛.智能时代是“双师”协同育人的新时代[J].当代教师教育,2021,14(1):1-4+29.

[24]祝智庭.普通高中信息技术教材(必修1)数据与计算[M].北京:人民教育出版社,2023.38-82.

[25]中华人民共和国教育部.普通高中信息技术课程标准(2017年版2020年修订)[M].北京:人民教育出版社,2020.5-6.

基本信息:

DOI:

中图分类号:G423.3

引用信息:

[1]李锋,叶宜涛,程亮.生成式人工智能在数字教材建设中的现实问题、改进方法与实践策略[J].中国电化教育,2024,No.455(12):23-30.

基金信息:

人民教育出版社“十四五”规划2023年度重点课题“素养导向的信息科技生成式学习手册研制及创新应用”(课题编号:2023GHB02)研究成果

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