Improve Performance of Recommender System in Collaborative Learning Environment based on Learner Tracks
Tang, Qing; Abel, Marie-Hélène; Negre, Elsa (2020), Improve Performance of Recommender System in Collaborative Learning Environment based on Learner Tracks, Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - (Volume 3), SciTePress : Setúbal, p. 270-277. 10.5220/0010214702700277
Type
Communication / ConférenceLien vers un document non conservé dans cette base
https://hal.archives-ouvertes.fr/hal-03529461Date
2020Date du colloque
2020Ville du colloque
SetúbalTitre de l'ouvrage
Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - (Volume 3)Éditeur
SciTePress
Ville d’édition
Setúbal
Isbn
978-989-758-474-9
Pages
270-277
Identifiant publication
Métadonnées
Afficher la notice complèteRésumé (EN)
Learning with huge amount of open educational resources is challenging, especially when variety resources come from different System of Information Systems (SoIS). How to help learners obtain appropriate resources efficiently in collaborative learning environment is still a rigorous problem of research. This paper proposes a method to calculate learner’s knowledge competency by tracking and analyzing their behaviors in a collaborative learning environment based on SoIS, and combining other basic learner’s information to build a personalized recommender system to help learners select appropriate educational resources to improve their learning efficiency.Mots-clés
Online Learning; SoIS; Collaborative Learning Environment; Recommender System; Learner TrackPublications associées
Affichage des éléments liés par titre et auteur.
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Tang, Qing; Abel, Marie-Hélène; Negre, Elsa (2020) Communication / Conférence
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Tang, Qing; Abel, Marie-Hélène; Negre, Elsa (2021) Communication / Conférence
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Tang, Qing; Abel, Marie-Hélène; Negre, Elsa (2020) Communication / Conférence
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Tang, Qing; Abel, Marie-Hélène; Negre, Elsa (2022) Communication / Conférence
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A Collaborative Working Environment as an ontology-based collaborative System of Information Systems Li, Siying; Abel, Marie-Hélène; Negre, Elsa (2020) Communication / Conférence