Emerging Trends in Learning Analytics最新文献

筛选
英文 中文
Post-Traditional Learning Analytics 后传统学习分析
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_002
Alexander Amigud
{"title":"Post-Traditional Learning Analytics","authors":"Alexander Amigud","doi":"10.1163/9789004399273_002","DOIUrl":"https://doi.org/10.1163/9789004399273_002","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133045691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Big Data Analytics in Education for Dynamic Personalised Learning Design 动态个性化学习设计中的教育大数据分析
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_001
M. Khine
{"title":"Big Data Analytics in Education for Dynamic Personalised Learning Design","authors":"M. Khine","doi":"10.1163/9789004399273_001","DOIUrl":"https://doi.org/10.1163/9789004399273_001","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126337164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Following the Learners’ Traces 追随学习者的足迹
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_007
Arif Altun, Mehmet Kokoç
{"title":"Following the Learners’ Traces","authors":"Arif Altun, Mehmet Kokoç","doi":"10.1163/9789004399273_007","DOIUrl":"https://doi.org/10.1163/9789004399273_007","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130638747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
The Use of Analytics for Educational Purposes 分析学在教育中的应用
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_003
Min Liu, Zilong Pan, Xin Pan, Dongwook An, Wenting Zou, Chenglu Li, Yi Shi
{"title":"The Use of Analytics for Educational Purposes","authors":"Min Liu, Zilong Pan, Xin Pan, Dongwook An, Wenting Zou, Chenglu Li, Yi Shi","doi":"10.1163/9789004399273_003","DOIUrl":"https://doi.org/10.1163/9789004399273_003","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122103292","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Snapshot of Research on Learning Analytics 学习分析研究概览
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_004
Selcan Kilis, Yasemin Gülbahar
{"title":"A Snapshot of Research on Learning Analytics","authors":"Selcan Kilis, Yasemin Gülbahar","doi":"10.1163/9789004399273_004","DOIUrl":"https://doi.org/10.1163/9789004399273_004","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122505406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Analytical Indicators for Profiling and Improving Engagement and Success of Vulnerable Participants 分析指标分析和改善弱势参与者的参与和成功
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_008
Mirella Atherton
{"title":"Analytical Indicators for Profiling and Improving Engagement and Success of Vulnerable Participants","authors":"Mirella Atherton","doi":"10.1163/9789004399273_008","DOIUrl":"https://doi.org/10.1163/9789004399273_008","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126132614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Implementation of a Learning Analytics System in a Productive Higher Education Environment 高效高等教育环境下学习分析系统的实现
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_010
Clara Schumacher, Daniel Klasen, Dirk Ifenthaler
{"title":"Implementation of a Learning Analytics System in a Productive Higher Education Environment","authors":"Clara Schumacher, Daniel Klasen, Dirk Ifenthaler","doi":"10.1163/9789004399273_010","DOIUrl":"https://doi.org/10.1163/9789004399273_010","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114472722","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Learning Support Systems Based on Cohesive Learning Analytics 基于内聚学习分析的学习支持系统
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_012
Fumiya Okubo, M. Yamada, Misato Oi, Atsushi Shimada, Yuta Taniguchi, S. Konomi
{"title":"Learning Support Systems Based on Cohesive Learning Analytics","authors":"Fumiya Okubo, M. Yamada, Misato Oi, Atsushi Shimada, Yuta Taniguchi, S. Konomi","doi":"10.1163/9789004399273_012","DOIUrl":"https://doi.org/10.1163/9789004399273_012","url":null,"abstract":"E-learning systems have become indispensable in educational institutions (Alsabawy, Cater-Steel, & Soar, 2013). The Learning Management System (LMS), the Course Management System (CMS), or the Virtual Learning Environment (VLE), is one such e-learning system and it is widely accepted in higher education (Islam, 2015). LMSs are used for facilitating e-learning. The LMS process is used to store and disseminate educational material and to support administration and communication associated with teaching and learning (McGill & Klobas, 2009). Ubiquitous technology is effective in enhancing the effects of the LMS and VLE on learning performance (Yin et al., 2015; Yamada et al., 2016). By using logs stored in the server, information technologies allow instructors to understand student learning behaviors. By using various data from sources such as the logs, learning analytics research contributes to the clarification and improvement of education and the learning environment (e.g., Ifenthalar, 2015; Ogata et al., 2015). To support student learning, revealing its patterns by using learning analytics methods might be useful. For example, Oi and her colleagues (Oi et al., 2015; Oi, Okubo, Shimada, Yin, & Ogata, 2015; Oi, Yamada, Okubo, Shimada, & Ogata, 2017) investigated the relationship between the use of e-books outside the classroom and academic achievement. They categorized e-book logs from the e-book delivery system as follows: If a log was recorded before a class session in which the same e-book was used as the textbook, it was labeled a preview log, and if after, a review log. As pointed out by Ausubel (1960) in his classical study, if a student gains knowledge of the contents of a course by performing a preview, it may help the student’s learning in the classroom by acting as an advance organizer. Performing a review may facilitate memory consolidation by working as a rehearsal of the contents of the course. The main findings are as follows: (1) The preview is more deeply related with academic achievement than the review (Oi, Okubo","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124514040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
The Learning Analytics and Flipped PBL for Tool-Design Learning 工具设计学习的学习分析与翻转PBL
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_013
I. Jo
{"title":"The Learning Analytics and Flipped PBL for Tool-Design Learning","authors":"I. Jo","doi":"10.1163/9789004399273_013","DOIUrl":"https://doi.org/10.1163/9789004399273_013","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"181 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126074738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Learning Analytics Cockpit for MOOC Platforms MOOC平台的学习分析座舱
Emerging Trends in Learning Analytics Pub Date : 2019-04-16 DOI: 10.1163/9789004399273_014
Karin Maier, P. Leitner, Martin Ebner
{"title":"Learning Analytics Cockpit for MOOC Platforms","authors":"Karin Maier, P. Leitner, Martin Ebner","doi":"10.1163/9789004399273_014","DOIUrl":"https://doi.org/10.1163/9789004399273_014","url":null,"abstract":"","PeriodicalId":301904,"journal":{"name":"Emerging Trends in Learning Analytics","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121521251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
0
×
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×
相关产品
×
本文献相关产品
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:604180095
Book学术官方微信