{"title":"互联网+教育学术资源与状态数据管理平台","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":null,"pages":null},"PeriodicalIF":1.5000,"publicationDate":"2023-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"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\":null,\"pages\":null},\"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}","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}
An Internet+ Education Platform for Academic Resource and Status Data Management
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.
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