An Internet+ Education Platform for Academic Resource and Status Data Management

IF 1.5 Q2 EDUCATION & EDUCATIONAL RESEARCH International Journal of Information and Communication Technology Education Pub Date : 2023-09-21 DOI:10.4018/ijicte.330251
Hailuo Yu, Bo Wang, Zhifeng Zhang
{"title":"An Internet+ Education Platform for Academic Resource and Status Data Management","authors":"Hailuo Yu, Bo Wang, Zhifeng Zhang","doi":"10.4018/ijicte.330251","DOIUrl":null,"url":null,"abstract":"The quality education goal is a Sustainable Development Goal (SDG) that the United Nations aim to achieve by 2023. While there is still a long way to go to achieve the goal, information and communications technologies (ICT) provide efficient tools to substantially strengthen and accelerate the process. Thus, in this chapter, the authors design an Internet+ education platform to facilitate all participants conducting quality education effectively and efficiently, providing extensive intelligent quality education tools by exploiting various ICT. Functions provided by the platform can be conveniently used by each user over any kind of end devices, which helps to increase the interests of students and younger teachers in learning and education. In addition, taking the academic success as a case, they study factors influencing the quality education effect by machine learning algorithms on the platform. They propose an LR-based algorithm to predict the academic success of undergraduates to find quality education issues. Experiment results verify the superior performance of the LR-based algorithm.","PeriodicalId":55970,"journal":{"name":"International Journal of Information and Communication Technology Education","volume":"26 1","pages":"0"},"PeriodicalIF":1.5000,"publicationDate":"2023-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Information and Communication Technology Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/ijicte.330251","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0

Abstract

The quality education goal is a Sustainable Development Goal (SDG) that the United Nations aim to achieve by 2023. While there is still a long way to go to achieve the goal, information and communications technologies (ICT) provide efficient tools to substantially strengthen and accelerate the process. Thus, in this chapter, the authors design an Internet+ education platform to facilitate all participants conducting quality education effectively and efficiently, providing extensive intelligent quality education tools by exploiting various ICT. Functions provided by the platform can be conveniently used by each user over any kind of end devices, which helps to increase the interests of students and younger teachers in learning and education. In addition, taking the academic success as a case, they study factors influencing the quality education effect by machine learning algorithms on the platform. They propose an LR-based algorithm to predict the academic success of undergraduates to find quality education issues. Experiment results verify the superior performance of the LR-based algorithm.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
互联网+教育学术资源与状态数据管理平台
优质教育目标是联合国希望到2023年实现的可持续发展目标之一。虽然要实现这一目标还有很长的路要走,但信息和通信技术为大大加强和加速这一进程提供了有效的工具。因此,在本章中,作者设计了一个互联网+教育平台,方便所有参与者有效、高效地进行素质教育,利用各种ICT提供广泛的智能素质教育工具。该平台提供的功能可以方便地由每个用户在任何终端设备上使用,这有助于提高学生和年轻教师的学习和教育兴趣。此外,他们以学业成功为例,通过平台上的机器学习算法研究影响素质教育效果的因素。他们提出了一种基于lr的算法来预测本科生的学业成功,以发现素质教育问题。实验结果验证了基于lr的算法的优越性能。
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 去求助
来源期刊
CiteScore
4.20
自引率
10.00%
发文量
26
期刊介绍: IJICTE publishes contributions from all disciplines of information technology education. In particular, the journal supports multidisciplinary research in the following areas: •Acceptable use policies and fair use laws •Administrative applications of information technology education •Corporate information technology training •Data-driven decision making and strategic technology planning •Educational/ training software evaluation •Effective planning, marketing, management and leadership of technology education •Impact of technology in society and related equity issues
期刊最新文献
Frameworks for Developing a 6G Communication Network to Intensify the Modern Vocational Education System Building Resilience and Mitigating Impacts of Uncertainties in Technical and Vocational Education and Training in Kenya Modelling the Utilization of Digital Technology in Education During the COVID-19 Pandemic Through an Expert-Based Analytic Tool Practice of PE Teaching Reform in Colleges and Universities Under the Background of Multimedia Internet Measuring TPACK in 2-Year Public College Faculty
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1