解锁ChatGPT的力量:一个在教育中应用生成人工智能的框架

IF 2.7 Q1 EDUCATION & EDUCATIONAL RESEARCH
Jiahong Su (苏嘉红), Weipeng Yang (杨伟鹏)
{"title":"解锁ChatGPT的力量:一个在教育中应用生成人工智能的框架","authors":"Jiahong Su (苏嘉红), Weipeng Yang (杨伟鹏)","doi":"10.1177/20965311231168423","DOIUrl":null,"url":null,"abstract":"Purpose Artificial intelligence (AI) chatbots, such as ChatGPT and GPT-4, developed by OpenAI, have the potential to revolutionize education. This study explores the potential benefits and challenges of using ChatGPT in education (or “educative AI”). Design/Approach/Methods This paper proposes a theoretical framework called “IDEE” for educative AI such as using ChatGPT and other generative AI in education, which includes identifying the desired outcomes, determining the appropriate level of automation, ensuring ethical considerations, and evaluating effectiveness. Findings The benefits of using ChatGPT in education or more generally, educative AI, include a more personalized and efficient learning experience for students as well as easier and faster feedback for teachers. However, challenges such as the untested effectiveness of the technology, limitations in the quality of data, and ethical and safety concerns must also be considered. Originality/Value This study explored the opportunities and challenges of using ChatGPT in education within the proposed theoretical framework.","PeriodicalId":33103,"journal":{"name":"ECNU Review of Education","volume":"6 1","pages":"355 - 366"},"PeriodicalIF":2.7000,"publicationDate":"2023-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"27","resultStr":"{\"title\":\"Unlocking the Power of ChatGPT: A Framework for Applying Generative AI in Education\",\"authors\":\"Jiahong Su (苏嘉红), Weipeng Yang (杨伟鹏)\",\"doi\":\"10.1177/20965311231168423\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose Artificial intelligence (AI) chatbots, such as ChatGPT and GPT-4, developed by OpenAI, have the potential to revolutionize education. This study explores the potential benefits and challenges of using ChatGPT in education (or “educative AI”). Design/Approach/Methods This paper proposes a theoretical framework called “IDEE” for educative AI such as using ChatGPT and other generative AI in education, which includes identifying the desired outcomes, determining the appropriate level of automation, ensuring ethical considerations, and evaluating effectiveness. Findings The benefits of using ChatGPT in education or more generally, educative AI, include a more personalized and efficient learning experience for students as well as easier and faster feedback for teachers. However, challenges such as the untested effectiveness of the technology, limitations in the quality of data, and ethical and safety concerns must also be considered. Originality/Value This study explored the opportunities and challenges of using ChatGPT in education within the proposed theoretical framework.\",\"PeriodicalId\":33103,\"journal\":{\"name\":\"ECNU Review of Education\",\"volume\":\"6 1\",\"pages\":\"355 - 366\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2023-04-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"27\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ECNU Review of Education\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://doi.org/10.1177/20965311231168423\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ECNU Review of Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1177/20965311231168423","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 27

摘要

目的人工智能聊天机器人,如OpenAI开发的ChatGPT和GPT-4,有可能彻底改变教育。本研究探讨了在教育中使用ChatGPT(或“教育人工智能”)的潜在好处和挑战。设计/方法本文为教育人工智能提出了一个名为“IDEE”的理论框架,例如在教育中使用ChatGPT和其他生成人工智能,其中包括确定期望的结果、确定适当的自动化水平、确保伦理考虑和评估有效性。研究结果在教育或更普遍的教育人工智能中使用ChatGPT的好处包括为学生提供更个性化、更高效的学习体验,以及为教师提供更容易、更快的反馈。然而,还必须考虑技术未经测试的有效性、数据质量的限制以及道德和安全问题等挑战。原创性/价值本研究探讨了在拟议的理论框架内在教育中使用ChatGPT的机会和挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unlocking the Power of ChatGPT: A Framework for Applying Generative AI in Education
Purpose Artificial intelligence (AI) chatbots, such as ChatGPT and GPT-4, developed by OpenAI, have the potential to revolutionize education. This study explores the potential benefits and challenges of using ChatGPT in education (or “educative AI”). Design/Approach/Methods This paper proposes a theoretical framework called “IDEE” for educative AI such as using ChatGPT and other generative AI in education, which includes identifying the desired outcomes, determining the appropriate level of automation, ensuring ethical considerations, and evaluating effectiveness. Findings The benefits of using ChatGPT in education or more generally, educative AI, include a more personalized and efficient learning experience for students as well as easier and faster feedback for teachers. However, challenges such as the untested effectiveness of the technology, limitations in the quality of data, and ethical and safety concerns must also be considered. Originality/Value This study explored the opportunities and challenges of using ChatGPT in education within the proposed theoretical framework.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
ECNU Review of Education
ECNU Review of Education Social Sciences-Education
CiteScore
4.90
自引率
0.00%
发文量
41
审稿时长
10 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信