DocumentCode :
271804
Title :
Design and development of a Learning Analytics system to evaluate group work competence
Author :
Fidalgo, Andre ; Sein-Echaluce, Marisa ; Conde, M.A. ; García-Peñalvo, Francisco J.
Author_Institution :
Dept. de Mat. Aplic. y Metodos Informaticos, Univ. Politec. de Madrid, Madrid, Spain
fYear :
2014
fDate :
18-21 June 2014
Firstpage :
1
Lastpage :
6
Abstract :
The development of the group work competence is something basic in university teaching. It should be evaluated, but this means to analyze different issues about the participation of a high number of students which is very complex and implies a lot of effort. In order to facilitate this evaluation it is possible to analyze the logs of students´ interaction in Learning Management Systems. The present work describes the development of a Learning Analytics system that analyzes the interaction of each of the members of working group. This tool is supported by a theoretical model, which allows establishing links between the empirical evidences of each student and the indicators of their action in working forums.
Keywords :
learning management systems; group work competence evaluation; learning analytics system; learning management systems; Abstracts; Adaptation models; Educational institutions; Least squares approximations; Media; Silicon; Silicon compounds; Evidence-based evaluation; Group Work Competence; Learning Analytics; Moodle; Web Services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Systems and Technologies (CISTI), 2014 9th Iberian Conference on
Conference_Location :
Barcelona
Type :
conf
DOI :
10.1109/CISTI.2014.6877099
Filename :
6877099
Link To Document :
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