2007 · 66 citations · 5 references
EducationEducational TechnologyHigher EducationDistance EducationE-learningOnline Higher EducationAcademic Progress MonitoringLearner Behavior AnalysisLearning AnalyticsLearning Management SystemsOnline InstructionOnline LearningAccess Log AnalysisAutomated RemindersCourse Progress TrackingLearning Behavior AnalysisLearning LogsLog Data AnalysisOnline Learning BehaviorStudent Activity Mining
Many universities use CMS to organize course materials, yet most systems lack comprehensive access tracking and log analysis. This paper introduces Moodog, a CMS log‑analysis tool designed to give instructors insight into student interactions and enable students to compare their progress with peers. Moodog collects activity data and automatically sends email reminders to students about unviewed materials. A preliminary case study of a UCSB Spring 2006 course using Moodog uncovered distinct activity patterns among students.
Many universities are currently using a Course Management System (CMS) to organize course materials and conduct online learning activities. However, most commercial or open source CMS software does not include comprehensive access tracking and log analysis capabilities. In this paper, we propose and implement a CMS log analysis tool, called Moodog, to track students’ online learning activities. The goals of Moodog are twofold: first, to provide instructors with insight about how students interact with online course materials, and second, to allow students to easily compare their own progress to others in the class. With the activity information available, Moodog also provides automatic email reminders to students encouraging or instructing them to view available materials that they have not yet accessed. Using Moodog, we have conducted a preliminary case study on a course held in Spring 2006 at the University of California, Santa Barbara to reveal activity patterns that occurred in this course.
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