A Learning Analytics tool for the analysis of students’ Telegram messages in the context of teamwork virtual activities

Miguel Ángel Conde González, F. J. Rodríguez-Sedano, Camino Fernández, Alexis Gutiérrez-Fernández, Laura Fernández-Robles, M. C. Limas
{"title":"A Learning Analytics tool for the analysis of students’ Telegram messages in the context of teamwork virtual activities","authors":"Miguel Ángel Conde González, F. J. Rodríguez-Sedano, Camino Fernández, Alexis Gutiérrez-Fernández, Laura Fernández-Robles, M. C. Limas","doi":"10.1145/3434780.3436601","DOIUrl":null,"url":null,"abstract":"In the current COVID-19 pandemic situation, online education has been the only approach of most educational institutions. It is necessary to have tools to assess students in online education, even when they carry out activities that are most common in face to face contexts such as teamwork. In order to do so, different methodologies and learning analytics tools can be employed. However, in a complete online context the students not only interact with the asynchronous tools that educational platforms provide but they also use instant messaging tools. This paper describes a Learning Analytics tool that facilitates teachers the evaluation of students’ interactions in Telegram Instant Messaging Tool. It has been employed in the context of the evaluation of the individual acquisition of teamwork competence. The tool has been tested in a computer science course. It had associated an improvement on students’ grades and they show their preference in using instant messaging tools because by using them conversations are more natural.","PeriodicalId":430095,"journal":{"name":"Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3434780.3436601","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

In the current COVID-19 pandemic situation, online education has been the only approach of most educational institutions. It is necessary to have tools to assess students in online education, even when they carry out activities that are most common in face to face contexts such as teamwork. In order to do so, different methodologies and learning analytics tools can be employed. However, in a complete online context the students not only interact with the asynchronous tools that educational platforms provide but they also use instant messaging tools. This paper describes a Learning Analytics tool that facilitates teachers the evaluation of students’ interactions in Telegram Instant Messaging Tool. It has been employed in the context of the evaluation of the individual acquisition of teamwork competence. The tool has been tested in a computer science course. It had associated an improvement on students’ grades and they show their preference in using instant messaging tools because by using them conversations are more natural.
一个学习分析工具,用于在团队虚拟活动背景下分析学生的电报信息
在当前新冠肺炎大流行的形势下,在线教育已成为大多数教育机构的唯一途径。在在线教育中,有必要有工具来评估学生,即使他们进行的活动是在面对面的环境中最常见的,比如团队合作。为了做到这一点,可以采用不同的方法和学习分析工具。然而,在完整的在线环境中,学生不仅与教育平台提供的异步工具进行交互,而且还使用即时消息工具。本文描述了一个学习分析工具,方便教师评估学生在Telegram即时通讯工具中的互动。它已被用于评估个人团队能力的习得。该工具已在计算机科学课程中进行了测试。这与学生成绩的提高有关,他们更喜欢使用即时通讯工具,因为使用即时通讯工具的对话更自然。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:481959085
Book学术官方微信