实时修正:使用分析数据来改进学习过程:来自发展谈判管理MOOC的见解

Orna Barness Kopolovich
{"title":"实时修正:使用分析数据来改进学习过程:来自发展谈判管理MOOC的见解","authors":"Orna Barness Kopolovich","doi":"10.33422/ireconf.2019.07.440","DOIUrl":null,"url":null,"abstract":"Learning soft skills through a MOOC course for Life-long Learners is very challenging. First, it requires transferring theoretical knowledge to practice through the development of simulations recreating life situations. Secondly, the development of the content takes into account ways of maintaining high levels of independent learning and motivation. Thirdly, a Life-long learners course is built to match diverse audiences in different age ranges, with different prior knowledge and different technological orientations. The technological innovations of recent years enable us to simultaneously, monitor the learning process through analytical applications (data mining) that provide real-time information about the learning patterns of large and heterogeneous groups of learners, and also enable us to evaluate the degree of involvement in learning and predict the chances of success in the course. However, the best combination of the analysis tools in the instructional-studies process is at its inception, especially in the collection and analysis of ongoing data throughout the learning period, and the concentration of insights that will enable practical advice to improve the process of teaching and learning. This work focuses on data analytical insights from a MOOC in negotiation management, attended by approximately six thousand students over six months. The result was an improved teaching and learning experience. The course opens with an innovative approach of edutainment (Educational Entertainment, presenting life-negotiation situations. The content of the course is in mini-case format, based on the principle of sitcoms; a series of episodes that follow the lives of four characters and a turnover of supporting actors. After each episode, the situations are abstracted and generalized to daily uses of negotiation practices; the lecturer then further analyses them through models and concepts learned in the course. The discourse between the characters includes negotiating situations, which entice authentic learning","PeriodicalId":347644,"journal":{"name":"Proceedings of The International Conference on Innovative Research in Education","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real-Time Correction: Using Analytic Data to Improve the Learning Process: Insights from Development Negotiation Management MOOC\",\"authors\":\"Orna Barness Kopolovich\",\"doi\":\"10.33422/ireconf.2019.07.440\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Learning soft skills through a MOOC course for Life-long Learners is very challenging. First, it requires transferring theoretical knowledge to practice through the development of simulations recreating life situations. Secondly, the development of the content takes into account ways of maintaining high levels of independent learning and motivation. Thirdly, a Life-long learners course is built to match diverse audiences in different age ranges, with different prior knowledge and different technological orientations. The technological innovations of recent years enable us to simultaneously, monitor the learning process through analytical applications (data mining) that provide real-time information about the learning patterns of large and heterogeneous groups of learners, and also enable us to evaluate the degree of involvement in learning and predict the chances of success in the course. However, the best combination of the analysis tools in the instructional-studies process is at its inception, especially in the collection and analysis of ongoing data throughout the learning period, and the concentration of insights that will enable practical advice to improve the process of teaching and learning. This work focuses on data analytical insights from a MOOC in negotiation management, attended by approximately six thousand students over six months. The result was an improved teaching and learning experience. The course opens with an innovative approach of edutainment (Educational Entertainment, presenting life-negotiation situations. The content of the course is in mini-case format, based on the principle of sitcoms; a series of episodes that follow the lives of four characters and a turnover of supporting actors. After each episode, the situations are abstracted and generalized to daily uses of negotiation practices; the lecturer then further analyses them through models and concepts learned in the course. The discourse between the characters includes negotiating situations, which entice authentic learning\",\"PeriodicalId\":347644,\"journal\":{\"name\":\"Proceedings of The International Conference on Innovative Research in Education\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of The International Conference on Innovative Research in Education\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.33422/ireconf.2019.07.440\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of The International Conference on Innovative Research in Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33422/ireconf.2019.07.440","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

通过面向终身学习者的MOOC课程学习软技能是非常具有挑战性的。首先,它需要通过模拟再现生活情景的发展将理论知识转化为实践。其次,内容的发展考虑到保持高水平的自主学习和动机的方法。第三,针对不同年龄段、不同先验知识、不同技术取向的不同受众,构建终身学习者课程。近年来的技术创新使我们能够同时通过分析应用程序(数据挖掘)监控学习过程,这些应用程序提供了关于大型和异构学习者群体的学习模式的实时信息,也使我们能够评估学习的参与程度并预测课程成功的机会。然而,在教学过程中,分析工具的最佳组合是在其开始阶段,特别是在整个学习期间持续数据的收集和分析,以及见解的集中,这些见解将提供实用的建议,以改进教学过程。这项工作的重点是来自谈判管理MOOC的数据分析见解,大约有6000名学生参加了六个月的课程。其结果是改善了教学和学习经验。课程以寓教于乐的创新方式开启,呈现人生谈判情境。课程内容采用迷你案例形式,基于情景喜剧的原则;这一系列剧集讲述了四个角色的生活,以及配角的更替。在每一集之后,情景被抽象和概括为谈判实践的日常使用;然后讲师通过在课程中学习的模型和概念进一步分析它们。人物之间的对话包括谈判情境,这吸引了真正的学习
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-Time Correction: Using Analytic Data to Improve the Learning Process: Insights from Development Negotiation Management MOOC
Learning soft skills through a MOOC course for Life-long Learners is very challenging. First, it requires transferring theoretical knowledge to practice through the development of simulations recreating life situations. Secondly, the development of the content takes into account ways of maintaining high levels of independent learning and motivation. Thirdly, a Life-long learners course is built to match diverse audiences in different age ranges, with different prior knowledge and different technological orientations. The technological innovations of recent years enable us to simultaneously, monitor the learning process through analytical applications (data mining) that provide real-time information about the learning patterns of large and heterogeneous groups of learners, and also enable us to evaluate the degree of involvement in learning and predict the chances of success in the course. However, the best combination of the analysis tools in the instructional-studies process is at its inception, especially in the collection and analysis of ongoing data throughout the learning period, and the concentration of insights that will enable practical advice to improve the process of teaching and learning. This work focuses on data analytical insights from a MOOC in negotiation management, attended by approximately six thousand students over six months. The result was an improved teaching and learning experience. The course opens with an innovative approach of edutainment (Educational Entertainment, presenting life-negotiation situations. The content of the course is in mini-case format, based on the principle of sitcoms; a series of episodes that follow the lives of four characters and a turnover of supporting actors. After each episode, the situations are abstracted and generalized to daily uses of negotiation practices; the lecturer then further analyses them through models and concepts learned in the course. The discourse between the characters includes negotiating situations, which entice authentic learning
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