Title :
An adaptive strategy to help students in e-Learning systems using competency-based ontology and agents
Author :
Bremgartner, V. ; de Magalhães Netto, J.F.
Author_Institution :
Dept. of Comput. Sci., Fed. Univ. of Amazonas, Manaus, Brazil
Abstract :
With the increasing use of Learning Management Systems, people who use them have gotten new opportunities to access knowledge through the Internet. This has drawn attention of researchers from the Informatics and Education on several research issues. Among them is the strategy proposed in this paper, describing an approach that uses multi-agent system and competency-based learner model ontology focused on adaptation of the Moodle system to assist students who have doubts or errors when performing certain activities proposed by the teacher or who have low skills levels required to perform these activities. Such assistance is a personalized recommendation of students with an appropriate profile based on their skills and competencies to help students´ weaknesses.
Keywords :
Internet; computer aided instruction; distance learning; multi-agent systems; ontologies (artificial intelligence); recommender systems; Internet; Moodle system; adaptive strategy; competency-based learner model ontology; competency-based ontology; e-learning system; knowledge access; learning management system; multiagent system; personalized student recommendation; Adaptation models; Data models; Electronic learning; Learning systems; Least squares approximation; Multiagent systems; Ontologies; Learning Management System (LMS); competencies; learner model; multi-agent system; ontology;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
Conference_Location :
Cordoba
Print_ISBN :
978-1-4577-1676-8
DOI :
10.1109/ISDA.2011.6121785