人工智能聊天机器人在教育中的作用:系统文献综述

IF 8.6 1区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Lasha Labadze, Maya Grigolia, Lela Machaidze
{"title":"人工智能聊天机器人在教育中的作用:系统文献综述","authors":"Lasha Labadze, Maya Grigolia, Lela Machaidze","doi":"10.1186/s41239-023-00426-1","DOIUrl":null,"url":null,"abstract":"Abstract AI chatbots shook the world not long ago with their potential to revolutionize education systems in a myriad of ways. AI chatbots can provide immediate support by answering questions, offering explanations, and providing additional resources. Chatbots can also act as virtual teaching assistants, supporting educators through various means. In this paper, we try to understand the full benefits of AI chatbots in education, their opportunities, challenges, potential limitations, concerns, and prospects of using AI chatbots in educational settings. We conducted an extensive search across various academic databases, and after applying specific predefined criteria, we selected a final set of 67 relevant studies for review. The research findings emphasize the numerous benefits of integrating AI chatbots in education, as seen from both students' and educators' perspectives. We found that students primarily gain from AI-powered chatbots in three key areas: homework and study assistance, a personalized learning experience, and the development of various skills. For educators, the main advantages are the time-saving assistance and improved pedagogy. However, our research also emphasizes significant challenges and critical factors that educators need to handle diligently. These include concerns related to AI applications such as reliability, accuracy, and ethical considerations.","PeriodicalId":13871,"journal":{"name":"International Journal of Educational Technology in Higher Education","volume":"25 3","pages":"0"},"PeriodicalIF":8.6000,"publicationDate":"2023-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Role of AI chatbots in education: systematic literature review\",\"authors\":\"Lasha Labadze, Maya Grigolia, Lela Machaidze\",\"doi\":\"10.1186/s41239-023-00426-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract AI chatbots shook the world not long ago with their potential to revolutionize education systems in a myriad of ways. AI chatbots can provide immediate support by answering questions, offering explanations, and providing additional resources. Chatbots can also act as virtual teaching assistants, supporting educators through various means. In this paper, we try to understand the full benefits of AI chatbots in education, their opportunities, challenges, potential limitations, concerns, and prospects of using AI chatbots in educational settings. We conducted an extensive search across various academic databases, and after applying specific predefined criteria, we selected a final set of 67 relevant studies for review. The research findings emphasize the numerous benefits of integrating AI chatbots in education, as seen from both students' and educators' perspectives. We found that students primarily gain from AI-powered chatbots in three key areas: homework and study assistance, a personalized learning experience, and the development of various skills. For educators, the main advantages are the time-saving assistance and improved pedagogy. However, our research also emphasizes significant challenges and critical factors that educators need to handle diligently. These include concerns related to AI applications such as reliability, accuracy, and ethical considerations.\",\"PeriodicalId\":13871,\"journal\":{\"name\":\"International Journal of Educational Technology in Higher Education\",\"volume\":\"25 3\",\"pages\":\"0\"},\"PeriodicalIF\":8.6000,\"publicationDate\":\"2023-10-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Educational Technology in Higher Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1186/s41239-023-00426-1\",\"RegionNum\":1,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Educational Technology in Higher Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1186/s41239-023-00426-1","RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0

摘要

不久前,人工智能聊天机器人以其以无数种方式彻底改变教育系统的潜力震撼了世界。人工智能聊天机器人可以通过回答问题、提供解释和提供额外资源来提供即时支持。聊天机器人还可以充当虚拟助教,通过各种方式支持教育工作者。在本文中,我们试图了解人工智能聊天机器人在教育中的全部好处,它们的机遇、挑战、潜在的限制、关注和在教育环境中使用人工智能聊天机器人的前景。我们在各种学术数据库中进行了广泛的搜索,并在应用特定的预定义标准后,我们选择了67项相关研究的最终组进行审查。从学生和教育工作者的角度来看,研究结果强调了将人工智能聊天机器人融入教育的诸多好处。我们发现,学生主要从人工智能聊天机器人中获益于三个关键领域:家庭作业和学习辅助、个性化学习体验以及各种技能的发展。对于教育工作者来说,主要的好处是节省时间的帮助和改进的教学方法。然而,我们的研究也强调了教育工作者需要努力应对的重大挑战和关键因素。这些问题包括与人工智能应用相关的问题,如可靠性、准确性和道德考虑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Role of AI chatbots in education: systematic literature review

Role of AI chatbots in education: systematic literature review
Abstract AI chatbots shook the world not long ago with their potential to revolutionize education systems in a myriad of ways. AI chatbots can provide immediate support by answering questions, offering explanations, and providing additional resources. Chatbots can also act as virtual teaching assistants, supporting educators through various means. In this paper, we try to understand the full benefits of AI chatbots in education, their opportunities, challenges, potential limitations, concerns, and prospects of using AI chatbots in educational settings. We conducted an extensive search across various academic databases, and after applying specific predefined criteria, we selected a final set of 67 relevant studies for review. The research findings emphasize the numerous benefits of integrating AI chatbots in education, as seen from both students' and educators' perspectives. We found that students primarily gain from AI-powered chatbots in three key areas: homework and study assistance, a personalized learning experience, and the development of various skills. For educators, the main advantages are the time-saving assistance and improved pedagogy. However, our research also emphasizes significant challenges and critical factors that educators need to handle diligently. These include concerns related to AI applications such as reliability, accuracy, and ethical considerations.
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
CiteScore
19.30
自引率
4.70%
发文量
59
审稿时长
76.7 days
期刊介绍: This journal seeks to foster the sharing of critical scholarly works and information exchange across diverse cultural perspectives in the fields of technology-enhanced and digital learning in higher education. It aims to advance scientific knowledge on the human and personal aspects of technology use in higher education, while keeping readers informed about the latest developments in applying digital technologies to learning, training, research, and management.
×
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