高等教育在线和移动学习中同伴互动的主题建模:1993-2022

Adam Kao-Wen Weng, Hsiao-Yun Chang, Kuei-Kuei Lai, Yih-Bey Lin
{"title":"高等教育在线和移动学习中同伴互动的主题建模:1993-2022","authors":"Adam Kao-Wen Weng, Hsiao-Yun Chang, Kuei-Kuei Lai, Yih-Bey Lin","doi":"10.3390/educsci14080867","DOIUrl":null,"url":null,"abstract":"The advent of the digital era has catalyzed transformative shifts in educational paradigms, seamlessly integrating sustainable education with innovative pedagogical approaches that cater to a broader spectrum of learners and educators. As the academic landscape evolves into an information-dense environment, traditional models of one-on-one feedback often fall short, resulting in delays and a lack of diverse intellectual engagement. This shift underscores the growing importance of peer feedback and asynchronous post-lesson feedback mechanisms, which have emerged as vital, process-oriented educational activities. Such mechanisms not only address the immediacy and diversity of feedback but also foster a sustainable, collaborative, and engaging learning environment that bolsters student autonomy and interaction. This study conducts a mapping review and synthesis of the literature on peer interaction, assessment, and participatory innovations in online and mobile learning within higher education, covering the period from 1993 to 2022. By employing topic modeling techniques to analyze a corpus of 485 articles, the literature was initially segmented into 19 distinct issues. These were subsequently consolidated into three major thematic models, thereby highlighting significant themes, research focal points, and prospective trends. This analytical process not only enriches the understanding of peer dynamics in digital learning settings but also integrates sustainable educational practices by promoting resource efficiency and inclusivity. The findings serve as a robust reference for future researchers aiming to explore the intersections of technology, peer interaction, and sustainability in educational settings.","PeriodicalId":502600,"journal":{"name":"Education Sciences","volume":"49 30","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Topic Modeling on Peer Interaction in Online and Mobile Learning of Higher Education: 1993–2022\",\"authors\":\"Adam Kao-Wen Weng, Hsiao-Yun Chang, Kuei-Kuei Lai, Yih-Bey Lin\",\"doi\":\"10.3390/educsci14080867\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The advent of the digital era has catalyzed transformative shifts in educational paradigms, seamlessly integrating sustainable education with innovative pedagogical approaches that cater to a broader spectrum of learners and educators. As the academic landscape evolves into an information-dense environment, traditional models of one-on-one feedback often fall short, resulting in delays and a lack of diverse intellectual engagement. This shift underscores the growing importance of peer feedback and asynchronous post-lesson feedback mechanisms, which have emerged as vital, process-oriented educational activities. Such mechanisms not only address the immediacy and diversity of feedback but also foster a sustainable, collaborative, and engaging learning environment that bolsters student autonomy and interaction. This study conducts a mapping review and synthesis of the literature on peer interaction, assessment, and participatory innovations in online and mobile learning within higher education, covering the period from 1993 to 2022. By employing topic modeling techniques to analyze a corpus of 485 articles, the literature was initially segmented into 19 distinct issues. These were subsequently consolidated into three major thematic models, thereby highlighting significant themes, research focal points, and prospective trends. This analytical process not only enriches the understanding of peer dynamics in digital learning settings but also integrates sustainable educational practices by promoting resource efficiency and inclusivity. The findings serve as a robust reference for future researchers aiming to explore the intersections of technology, peer interaction, and sustainability in educational settings.\",\"PeriodicalId\":502600,\"journal\":{\"name\":\"Education Sciences\",\"volume\":\"49 30\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-08-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Education Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3390/educsci14080867\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Education Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/educsci14080867","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

数字时代的到来催化了教育模式的变革,将可持续教育与创新教学方法完美结合,满足了更广泛的学习者和教育者的需求。随着学术环境演变为信息密集型环境,传统的一对一反馈模式往往无法满足需要,从而导致教学延误,缺乏多样化的智力参与。这种转变凸显了同伴反馈和异步课后反馈机制的重要性与日俱增,它们已成为以过程为导向的重要教育活动。这种机制不仅能解决反馈的即时性和多样性问题,还能营造一种可持续、协作性和参与性的学习环境,增强学生的自主性和互动性。本研究对 1993 年至 2022 年期间有关高等教育在线和移动学习中同伴互动、评估和参与式创新的文献进行了梳理和归纳。通过采用主题建模技术分析 485 篇文章的语料库,文献最初被划分为 19 个不同的问题。随后,这些问题被整合成三大主题模型,从而突出了重要主题、研究焦点和未来趋势。这一分析过程不仅丰富了对数字化学习环境中同伴动态的理解,还通过促进资源效率和包容性,整合了可持续教育实践。这些研究结果为今后旨在探索教育环境中技术、同伴互动和可持续发展的交叉点的研究人员提供了有力的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Topic Modeling on Peer Interaction in Online and Mobile Learning of Higher Education: 1993–2022
The advent of the digital era has catalyzed transformative shifts in educational paradigms, seamlessly integrating sustainable education with innovative pedagogical approaches that cater to a broader spectrum of learners and educators. As the academic landscape evolves into an information-dense environment, traditional models of one-on-one feedback often fall short, resulting in delays and a lack of diverse intellectual engagement. This shift underscores the growing importance of peer feedback and asynchronous post-lesson feedback mechanisms, which have emerged as vital, process-oriented educational activities. Such mechanisms not only address the immediacy and diversity of feedback but also foster a sustainable, collaborative, and engaging learning environment that bolsters student autonomy and interaction. This study conducts a mapping review and synthesis of the literature on peer interaction, assessment, and participatory innovations in online and mobile learning within higher education, covering the period from 1993 to 2022. By employing topic modeling techniques to analyze a corpus of 485 articles, the literature was initially segmented into 19 distinct issues. These were subsequently consolidated into three major thematic models, thereby highlighting significant themes, research focal points, and prospective trends. This analytical process not only enriches the understanding of peer dynamics in digital learning settings but also integrates sustainable educational practices by promoting resource efficiency and inclusivity. The findings serve as a robust reference for future researchers aiming to explore the intersections of technology, peer interaction, and sustainability in educational settings.
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
自引率
0.00%
发文量
0
期刊最新文献
An Exploration of the Relationships between Emotional Well-Being, Learning Behaviour, and Academic Success in Postgraduate Students Who Combine Work with Study Soft Skills and Employability of Online Graduate Students Knowledge, Attitude, and Practices toward Artificial Intelligence among University Students in Lebanon Topic Modeling on Peer Interaction in Online and Mobile Learning of Higher Education: 1993–2022 Cognitive Reappraisal: The Bridge between Cognitive Load and Emotion
×
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