• 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
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=271804