Research on Smart Teaching Based on Online Learning Data

{"title":"Research on Smart Teaching Based on Online Learning Data","authors":"","doi":"10.23977/aetp.2023.070906","DOIUrl":null,"url":null,"abstract":"The addition of online platforms has a positive impact on both sides of the teaching and learning. Compared to traditional offline classrooms, the addition of online platforms can provide richer learning support for both sides of teaching and learning. The online platform can record the entire learning process data of learners. The software tools of SPSS and Origin can be used to compare and analyze the learning data such as learning frequency, duration, etc. Based on visual data analysis, teachers can intuitively and accurately understand learning behaviors of learners during their learning process. The teaching methods and organization can be optimized, which can make the learning process \"Smart\".","PeriodicalId":53042,"journal":{"name":"Advances in Educational Technology and Psychology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Educational Technology and Psychology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23977/aetp.2023.070906","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The addition of online platforms has a positive impact on both sides of the teaching and learning. Compared to traditional offline classrooms, the addition of online platforms can provide richer learning support for both sides of teaching and learning. The online platform can record the entire learning process data of learners. The software tools of SPSS and Origin can be used to compare and analyze the learning data such as learning frequency, duration, etc. Based on visual data analysis, teachers can intuitively and accurately understand learning behaviors of learners during their learning process. The teaching methods and organization can be optimized, which can make the learning process "Smart".
基于在线学习数据的智能教学研究
网络平台的加入对教与学的双方都有积极的影响。与传统的线下课堂相比,线上平台的加入可以为教与学的双方提供更丰富的学习支持。在线平台可以记录学习者的整个学习过程数据。可以使用SPSS和Origin等软件工具对学习数据进行比较和分析,如学习频率、持续时间等。基于可视化数据分析,教师可以直观、准确地了解学习者在学习过程中的学习行为。优化教学方法和组织,使学习过程“智能化”。
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17
审稿时长
3 weeks
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