2015
DOI: 10.1016/j.chb.2014.12.027
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A recommender agent based on learning styles for better virtual collaborative learning experiences

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Cited by 91 publications
(47 citation statements)
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“…The role of the ontology is to determine which learning materials are more suitable for recommending to the learner. Li and Zaïane (2004) and Dascalua et al (2015) use recommender agents for recommending online learning activities or shortcuts in a course web site based on a learner's access history. Romero et al (2004) propose to use grammar-based genetic programming with multi-objective optimization techniques for discovering useful association rules from learner's usage information.…”
Section: Association Rule Miningmentioning
confidence: 99%
“…The role of the ontology is to determine which learning materials are more suitable for recommending to the learner. Li and Zaïane (2004) and Dascalua et al (2015) use recommender agents for recommending online learning activities or shortcuts in a course web site based on a learner's access history. Romero et al (2004) propose to use grammar-based genetic programming with multi-objective optimization techniques for discovering useful association rules from learner's usage information.…”
Section: Association Rule Miningmentioning
confidence: 99%
“…These experiences can be acquired by interacting with the learning environment (Bolliger, 2004). Studies have shown that learning environments that consider learner characteristics affect academic success in a positive way (Chen & Duh, 2008;Dascalu, Bodea, Moldoveanu, Mohora, Lytras, & de Pablos, 2015;Millwood, Powell, & Tindal, 2008).…”
Section: Learning Environmentmentioning
confidence: 99%
“…The modern approaches to the Knowledge Society Research, set a common understanding for the flow of knowledge and the implementation of the instruction toward high effective learning systems (Damiani, Lytras, & Cudré-Mauroux, 2010;Dascalu et al, 2015;García Barriocanal, Sicilia, Sánchez Alonso, & Lytras, 2011;Lytras, 2010;Lytras & Kurilovas, 2014;Lytras, Mathkour, Abdalla, Yáñez-Márquez, & Ordóñez de Pablos, 2014a;Lytras, Zhuhadar, Zhang, & Kurilovas, 2014b;Ordóñez de Pablos & Lytras, 2008;Vargas-Vera & Lytras, 2008;Zhuhadar, Yang, & Lytras, 2013). Several psychological factors as well as the role of technologies in the past have been studied in various academic forums.…”
Section: The Key Pillars Of a New Philosophical Paradigm For The Nextmentioning
confidence: 97%