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Automated data analysis to support teacher's knowledge building practice

  • Leng Jing*
  • , Johnny Yuen
  • , Wing Wong
  • , Nancy Law
  • , Yonghe Zhang
  • , Stéphane Allaire
  • , Christian Perreault
  • , Thérèse Laferrière
  • , Christopher Teplovs
  • *此作品的通讯作者
  • The University of Hong Kong
  • Beijing Normal University
  • Université du Québec à Chicoutimi
  • Université Laval
  • Copenhagen Business School

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Incorporating asynchronous online discussions as an integral part of introducing knowledge building (KB) in the formal school curriculum poses significant challenges to teachers. Making sense of the sheer volume of students' postings and identifying appropriate facilitation strategies based on these postings is a daunting, if not impossible task even for experienced teachers. This interactive event show cases the work of two research teams that have been developing tools to address teachers' concerns and researchers' interests on students' participation and idea progression in KB discourses. The approach taken by the team comprising researchers from the Centre for Information Technology in Education (CITE), University of Hong Kong and the Center for Knowledge Engineering (CKE), Beijing Normal University is to develop a web-based discourse analysis tool that can provide various forms of participation statistics as well as automatic coding based on linguistic features. The efforts of the Quebec-based team focuses on the use of lexical analysis, using preset lists of concepts or specialized dictionaries, and visualization of latent semantic analysis results.

源语言英语
主期刊名Connecting Computer-Supported Collaborative Learning to Policy and Practice
主期刊副标题CSCL 2011 Conf. Proc. - Community Events Proceedings, 9th International Computer-Supported Collaborative Learning Conf.
1168-1169
页数2
出版状态已出版 - 2011
已对外发布
活动9th International Computer-Supported Collaborative Learning Conference: Connecting Computer-Supported Collaborative Learning to Policy and Practice, CSCL 2011 - Hong Kong, 中国
期限: 4 7月 20118 7月 2011

出版系列

姓名Connecting Computer-Supported Collaborative Learning to Policy and Practice: CSCL 2011 Conf. Proc. - Community Events Proceedings, 9th International Computer-Supported Collaborative Learning Conf.

会议

会议9th International Computer-Supported Collaborative Learning Conference: Connecting Computer-Supported Collaborative Learning to Policy and Practice, CSCL 2011
国家/地区中国
Hong Kong
时期4/07/118/07/11

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