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文章基本信息

  • 标题:Log Analysis in a Virtual Learning Environment for Engineering Students
  • 本地全文:下载
  • 作者:Gilles Lavigne ; Genoveva Gutiérrez Ruiz ; Lewis McAnally-Salas
  • 期刊名称:International Journal of Educational Technology in Higher Education
  • 印刷版ISSN:1698-580X
  • 电子版ISSN:2365-9440
  • 出版年度:2015
  • 卷号:12
  • 期号:3
  • 页码:113-128
  • DOI:10.7238/rusc.v12i3.2162
  • 语种:English
  • 出版社:Springer Verlag
  • 摘要:

    The use of information and communication technologies (ICTs) at different educational levels has impacted the teaching-learning process. ICTs have effectively become tools that support educational environments and, hence, have become educational technology. Virtual learning environments (VLEs) are widely used, offering advantages to both students and instructors. Different platforms include various activity modules, within which collaborative learning communities are built, file sharing and grade handling are facilitated, and navigation log statistics are provided. These logs shed light on the daily use of the platform. The resulting information creates an overview of users’ online navigation characteristics and preferences. Through the analysis of these navigation logs, relevant information can be extracted that may help in understanding the teaching-learning processes within VLEs. In this study, the navigation logs of students enrolled in a course offered at a School of Engineering were analyzed. The objective of this project was to analyze the characteristics of the students’ navigation by identifying, summarizing and characterizing the way in which they interact with the platform. Based on the results, it is inferred that students apply different learning strategies and follow individualized navigation paths.

  • 关键词:logs ;educational technology ;educational data mining ;virtual learning environment ;Moodle ;registros de navegación ;minería de datos educativa ;tecnología educativa ;entornos virtuales de aprendizaje ;Moodle
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