Benefits, Challenges and Solutions of Artificial Intelligence Applied in Education

Huiling Qin, Guan Wang
{"title":"Benefits, Challenges and Solutions of Artificial Intelligence Applied in Education","authors":"Huiling Qin, Guan Wang","doi":"10.1109/ICEIT54416.2022.9690739","DOIUrl":null,"url":null,"abstract":"With the rapid development of artificial intelligence, it brings several novel ideas for further developing education. In this paper, we first introduce the benefits of artificial intelligence applied in education from the perspectives of students, teachers and educational administrators. To be specific, artificial intelligence can help students achieve personalized learning, help teachers conduct targeted teaching and help educational administrators make decisions. However, artificial intelligence is a double-edged sword, and thus we also analyze four serious challenges caused by the application of artificial intelligence in education, including incomplete algorithm design, insufficient labelled data, excessive technical dependence and unreliable security guarantee. To promote the healthy development of artificial intelligence in education, we finally explore the feasible solutions to the proposed challenges in turn, which are user-driven design, scientific labelling, rational use and security enhancement, respectively.","PeriodicalId":285571,"journal":{"name":"2022 11th International Conference on Educational and Information Technology (ICEIT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 11th International Conference on Educational and Information Technology (ICEIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEIT54416.2022.9690739","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

With the rapid development of artificial intelligence, it brings several novel ideas for further developing education. In this paper, we first introduce the benefits of artificial intelligence applied in education from the perspectives of students, teachers and educational administrators. To be specific, artificial intelligence can help students achieve personalized learning, help teachers conduct targeted teaching and help educational administrators make decisions. However, artificial intelligence is a double-edged sword, and thus we also analyze four serious challenges caused by the application of artificial intelligence in education, including incomplete algorithm design, insufficient labelled data, excessive technical dependence and unreliable security guarantee. To promote the healthy development of artificial intelligence in education, we finally explore the feasible solutions to the proposed challenges in turn, which are user-driven design, scientific labelling, rational use and security enhancement, respectively.
人工智能在教育中的应用的好处、挑战和解决方案
随着人工智能的快速发展,它为进一步发展教育带来了一些新的思路。在本文中,我们首先从学生、教师和教育管理者的角度介绍了人工智能在教育中应用的好处。具体来说,人工智能可以帮助学生实现个性化学习,帮助教师进行有针对性的教学,帮助教育管理者进行决策。然而,人工智能是一把双刃剑,因此我们也分析了人工智能在教育中的应用所带来的四个严峻挑战,包括算法设计不完整、标记数据不足、技术依赖过度和安全保障不可靠。为了促进人工智能在教育领域的健康发展,我们最后依次探讨了用户驱动设计、科学标签、合理使用和增强安全性等可行的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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