上下文学习分析应用程序在混合式探究学习中创建意识

A. Vozniuk, M. Rodríguez-Triana, A. Holzer, Sten Govaerts, David Sandoz, D. Gillet
{"title":"上下文学习分析应用程序在混合式探究学习中创建意识","authors":"A. Vozniuk, M. Rodríguez-Triana, A. Holzer, Sten Govaerts, David Sandoz, D. Gillet","doi":"10.1109/ITHET.2015.7218029","DOIUrl":null,"url":null,"abstract":"Blended inquiry learning relying on online labs to enhance classroom activities is considered as a promising approach to increase the skills and the interest of students in science, technology, engineering, and mathematics. In such a framework where students combine face-to-face interaction with peers or teachers and online interaction with remote or virtual labs, adequate guidance should be provided. Such a task is facilitated if teachers are made aware of the progresses and the difficulties of their students. Learning analytics based on the analysis of the student online interaction traces and their visualization is an adequate mean. A set of contextual learning analytics apps which provide the teacher with learning-specific information is introduced in this paper. A requirement analysis gathered at a summer school with 32 teachers, the design and implementation of three contextual learning analytics apps, the main outcomes from a case study, as well as an outlook on future research avenues are detailed.","PeriodicalId":174013,"journal":{"name":"2015 International Conference on Information Technology Based Higher Education and Training (ITHET)","volume":"26 7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"19","resultStr":"{\"title\":\"Contextual learning analytics apps to create awareness in blended inquiry learning\",\"authors\":\"A. Vozniuk, M. Rodríguez-Triana, A. Holzer, Sten Govaerts, David Sandoz, D. Gillet\",\"doi\":\"10.1109/ITHET.2015.7218029\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Blended inquiry learning relying on online labs to enhance classroom activities is considered as a promising approach to increase the skills and the interest of students in science, technology, engineering, and mathematics. In such a framework where students combine face-to-face interaction with peers or teachers and online interaction with remote or virtual labs, adequate guidance should be provided. Such a task is facilitated if teachers are made aware of the progresses and the difficulties of their students. Learning analytics based on the analysis of the student online interaction traces and their visualization is an adequate mean. A set of contextual learning analytics apps which provide the teacher with learning-specific information is introduced in this paper. A requirement analysis gathered at a summer school with 32 teachers, the design and implementation of three contextual learning analytics apps, the main outcomes from a case study, as well as an outlook on future research avenues are detailed.\",\"PeriodicalId\":174013,\"journal\":{\"name\":\"2015 International Conference on Information Technology Based Higher Education and Training (ITHET)\",\"volume\":\"26 7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"19\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Information Technology Based Higher Education and Training (ITHET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITHET.2015.7218029\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Conference on Information Technology Based Higher Education and Training (ITHET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITHET.2015.7218029","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 19

摘要

混合式研究性学习依靠在线实验室来加强课堂活动被认为是一种很有前途的方法,可以提高学生在科学、技术、工程和数学方面的技能和兴趣。在这样一个学生与同学或老师面对面互动,与远程或虚拟实验室在线互动相结合的框架中,应该提供充分的指导。如果教师了解学生的进步和困难,这项任务就会得到促进。学习分析基于对学生在线互动轨迹的分析及其可视化是一种适当的手段。本文介绍了一套为教师提供特定学习信息的上下文学习分析应用程序。本文详细介绍了在一所有32名教师参加的暑期学校进行的需求分析、三个情境学习分析应用程序的设计和实现、一个案例研究的主要结果,以及对未来研究途径的展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Contextual learning analytics apps to create awareness in blended inquiry learning
Blended inquiry learning relying on online labs to enhance classroom activities is considered as a promising approach to increase the skills and the interest of students in science, technology, engineering, and mathematics. In such a framework where students combine face-to-face interaction with peers or teachers and online interaction with remote or virtual labs, adequate guidance should be provided. Such a task is facilitated if teachers are made aware of the progresses and the difficulties of their students. Learning analytics based on the analysis of the student online interaction traces and their visualization is an adequate mean. A set of contextual learning analytics apps which provide the teacher with learning-specific information is introduced in this paper. A requirement analysis gathered at a summer school with 32 teachers, the design and implementation of three contextual learning analytics apps, the main outcomes from a case study, as well as an outlook on future research avenues are detailed.
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
×
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×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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