• DocumentCode
    240444
  • Title

    Combining Self-Regulation and Competence-Based Guidance to Personalise the Learning Experience in Moodle

  • Author

    Kopeinik, Simone ; Nussbaumer, Alexander ; Winter, Lisa-Christina ; Albert, Dietrich ; Dimache, Aurora ; Roche, T.

  • Author_Institution
    Knowledge Technol. Inst., Graz Univ. of Technol., Graz, Austria
  • fYear
    2014
  • fDate
    7-10 July 2014
  • Firstpage
    62
  • Lastpage
    64
  • Abstract
    Adaptive learning systems aim to address a learner´s specific needs, considering factors such as prior knowledge, learning efficiency, learning goals and motivation. Especially in distance education, often directed to adult learners with full-time jobs, it is very important to provide assistance to counteract high dropout rates. This paper describes an approach on how to support adult learners through the adoption of personalisation and guidance in Moodle. The implementation grounds on the combination of two pedagogical theories, competence-based learning and Self-Regulated Learning (SRL). Three-phases were used to roughly frame the design of the SRL learning flow, where the individual phases are supported by competence-based guidance. In this way Moodle is extended from a teacher and course management to a learner-centric system. This work has been implemented and evaluated in the course of a European project that targets vocational training of heat pump installers.
  • Keywords
    distance learning; educational courses; engineering education; heat pumps; learning management systems; mechanical engineering computing; public domain software; vocational training; European project; Modular Object-Oriented Dynamic Learning Environment; Moodle; SRL learning flow; adaptive learning systems; adult learners; competence-based guidance; competence-based learning; course management; distance education; full-time jobs; heat pump installer vocational training; learner-centric system; learning efficiency; learning experience personalization; learning goals; learning motivation; open source learning management system; prior knowledge; self-regulated learning; self-regulation; teacher management; Adaptation models; Adaptive systems; Educational institutions; Heat pumps; Navigation; Planning; Reflection; Competence-based Knowledge Space Theory; Learner modelling; Learning object recommendation; Moodle; Personalised online training; Self-Regulated Learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies (ICALT), 2014 IEEE 14th International Conference on
  • Conference_Location
    Athens
  • Type

    conf

  • DOI
    10.1109/ICALT.2014.28
  • Filename
    6901399