[HTML][HTML] Recommendation systems for education: Systematic review

MC Urdaneta-Ponte, A Mendez-Zorrilla… - Electronics, 2021 - mdpi.com
Recommendation systems have emerged as a response to overload in terms of increased
amounts of information online, which has become a problem for users regarding the time …

Recommendation systems in education: A systematic map** study

AC Rivera, M Tapia-Leon, S Lujan-Mora - Proceedings of the international …, 2018 - Springer
Several researchers study recommendation systems to assist users in the retrieval of
relevant goods and services, mostly used in e-commerce. However, there is limited …

Use of recommendation models to provide support to dyslexic students

G Morciano, JMA Llergo, A Zingoni, EY Bolívar… - Expert Systems with …, 2024 - Elsevier
Dyslexia is the most widespread specific learning disorder and significantly impair different
cognitive domains. This, in turn, negatively affects dyslexic students during their learning …

[HTML][HTML] State-of-the-art survey on deep learning-based recommender systems for e-learning

L Salau, M Hamada, R Prasad, M Hassan… - Applied Sciences, 2022 - mdpi.com
Recommender systems (RSs) are increasingly recognized as intelligent software for
predicting users' opinions on specific items. Various RSs have been developed in different …

[HTML][HTML] A proposal for an adaptive Recommender System based on competences and ontologies

J Clemente, H Yago, J de Pedro-Carracedo… - Expert Systems with …, 2022 - Elsevier
Context: Competences represent an interesting pedagogical support in many processes like
diagnosis or recommendation. From these, it is possible to infer information about the …

A comparative analysis of different recommender systems for university major and career domain guidance

C Lahoud, S Moussa, C Obeid, HE Khoury… - Education and …, 2023 - Springer
Academic advising is inhibited at most of the high schools to help students identify
appropriate academic pathways. The choice of a career domain is significantly influenced by …

Competence-based recommender systems: a systematic literature review

H Yago, J Clemente, D Rodriguez - Behaviour & Information …, 2018 - Taylor & Francis
Competence-based learning is increasingly widespread in many institutions since it
provides flexibility, facilitates the self-learning and brings the academic and professional …

[PDF][PDF] A novel hybrid recommender system approach for student academic advising named COHRS, supported by case-based reasoning and ontology

C Obeid, C Lahoud, KH El… - Computer Science and …, 2022 - elib.mi.sanu.ac.rs
The recent development of the World Wide Web, information, and communications
technology have transformed the world and moved us into the data era resulting in an …

An educational recommender system based on argumentation theory

P Rodríguez, S Heras, J Palanca… - AI …, 2017 - journals.sagepub.com
Recommender Systems aim to provide users with search results close to their needs,
making predictions of their preferences. In virtual learning environments, Educational …

[HTML][HTML] Recommending learning objects with arguments and explanations

S Heras, J Palanca, P Rodriguez, N Duque-Méndez… - Applied Sciences, 2020 - mdpi.com
The massive presence of online learning resources leads many students to have more
information than they can consume efficiently. Therefore, students do not always find …