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
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;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2014 IEEE 14th International Conference on
Conference_Location :
Athens
DOI :
10.1109/ICALT.2014.28