Tampere University of Technology

TUTCRIS Research Portal

Teachers’ learning analytics tools in a social media enhanced learning environment

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publicationProceedings of the 17th International Conference on Interactive Collaborative Learning, ICL 2014, 3-6 December, 2014, Dubai, UAE
PublisherIEEE
Pages355-360
Number of pages6
ISBN (Print)978-1-4799-4438-5
Publication statusPublished - 2014
Publication typeA4 Article in a conference publication
EventInternational Conference on Interactive Collaborative Learning -
Duration: 1 Jan 2014 → …

Publication series

NameInternational Conference on Interactive Collaborative Learning
PublisherIEEE

Conference

ConferenceInternational Conference on Interactive Collaborative Learning
Period1/01/14 → …

Abstract

In this paper, we introduce the results of a study concerning the usefulness of learning analytics tools implemented in the TUT Circle, a social media enhanced learning environment, from the teachers' point of view. According to the results of the study, learning analytics tools with interactive visualizations can help teachers utilize data about students' actions recorded in log files of learning environments for didactical purposes. The tool can help teachers to make decisions regarding potential pedagogical strategies, instructional guidance, actions, and interventions that may be used to support student participation and activity. The ability to access real time information about students' actions, compare students' activities during the course, and identify students who might be at risk of failing or dropping out are of significant benefit to the teachers. However, in order to support teachers in obtaining more practical value from the learning analytics tools the controls for specifying the data and manipulating views need to be developed further.

Publication forum classification

Field of science, Statistics Finland