Title
An Experience Making Use of Learning Analytics Techniques in Discussion Forums to Improve the Interaction in Learning Ecosystems
Date Issued
01 January 2019
Access level
metadata only access
Resource Type
conference paper
Author(s)
Publisher(s)
Springer Verlag
Abstract
The study discussed in this paper had two principal objectives. The first objective was to stimulate engagement of participants in a virtual learning environment through the invitation to write an application essay on their motivation to be part of the learning experience. This first experience presented a positive reaction in terms of participation in a Massive Open Online Course (MOOCs). The second objective within a subset of the participants in the study was to evaluate the importance of using visual learning analytics to improve and enhance interaction in learning ecosystems, where the participant plays a main role and a visual aid could provide to the teachers different mental models and early alerts related to change of patterns or really low participation. For this, the work presents an analysis of the interaction developed between students and tutors in several types of forums implemented in a virtual course: presentation, doubts, debate, reflection, analysis. Finally, authors performed a comparative study using data and results gathered over two editions in an A/B testing configuration. The results in this study provide evidence that despite the inherent openness behind MOOCs, participants should be encouraged to have a commitment to finish the courses and the standalone discussion forums will not be the only element to consider. In fact the Social Network Analysis will play an important role in a learning ecosystem.
Start page
64
End page
76
Volume
11590 LNCS
Language
English
OCDE Knowledge area
Educación general (incluye capacitación, pedadogía)
Subjects
Scopus EID
2-s2.0-85069801415
ISSN of the container
03029743
ISBN of the container
978-303021813-3
Conference
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Sources of information:
Directorio de Producción Científica
Scopus