天津电大学报
天津電大學報
천진전대학보
Journal of Tianjin R & TV University
2015年
3期
35-41
,共7页
在线学习%学习表现%模型%MOOC%学习分析
在線學習%學習錶現%模型%MOOC%學習分析
재선학습%학습표현%모형%MOOC%학습분석
online learning%learning performance%model%MOOC%learning analytics
随着MOOC的兴起,在线学习已经普及并得到认可。如何快速而准确地评价学习者在线学习表现,成为大家关注的问题。大部分或绝大部分的课程的学习行为都发生在学习平台上,这使得基于MOOC平台的在线学习行为日志数据来描述学习者在线学习表现是有效的。那么,从哪些方面来描述在线学习表现,成为该文所关注的问题。该文选择Moodle平台为例,以一门在线课程为样本,基于Moodle在线学习行为日志数据构建在线学习绩效模型。该模型基于在线学习行为日志数据动态生成,不同课程会有所不同。实践应用表明,该模型可以较好地描绘学习者的在线学习表现,成为快速而准确地自动评价学习者的基础。
隨著MOOC的興起,在線學習已經普及併得到認可。如何快速而準確地評價學習者在線學習錶現,成為大傢關註的問題。大部分或絕大部分的課程的學習行為都髮生在學習平檯上,這使得基于MOOC平檯的在線學習行為日誌數據來描述學習者在線學習錶現是有效的。那麽,從哪些方麵來描述在線學習錶現,成為該文所關註的問題。該文選擇Moodle平檯為例,以一門在線課程為樣本,基于Moodle在線學習行為日誌數據構建在線學習績效模型。該模型基于在線學習行為日誌數據動態生成,不同課程會有所不同。實踐應用錶明,該模型可以較好地描繪學習者的在線學習錶現,成為快速而準確地自動評價學習者的基礎。
수착MOOC적흥기,재선학습이경보급병득도인가。여하쾌속이준학지평개학습자재선학습표현,성위대가관주적문제。대부분혹절대부분적과정적학습행위도발생재학습평태상,저사득기우MOOC평태적재선학습행위일지수거래묘술학습자재선학습표현시유효적。나요,종나사방면래묘술재선학습표현,성위해문소관주적문제。해문선택Moodle평태위례,이일문재선과정위양본,기우Moodle재선학습행위일지수거구건재선학습적효모형。해모형기우재선학습행위일지수거동태생성,불동과정회유소불동。실천응용표명,해모형가이교호지묘회학습자적재선학습표현,성위쾌속이준학지자동평개학습자적기출。
With the rise of MOOC, online learning has been widely recognized. how to make a quick and accurate assessment of learners' online learning performance becomes the focus of attention. With the support of MOOC, most of the learning behaviors of the course happen on the learning platform, which makes describing online learning behavior based log data of MOOC platform is effective. Therefore, which aspects should be used to describe online learning performance, becomes this problem that the paper is concerned. This paper chooses Moodle platform as an example, takes a pure online course as the sample, and build an online learning performance model based on Moodle log data. The model is dynamically generated based on the online learning behavior log data of which different courses could be different. The practical application shows that the model can well describe the online learning performance of learners, and it is the basis of a fast and accurate automatic evaluation of learners.