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 …

A systematic map** review on MOOC recommender systems

I Uddin, AS Imran, K Muhammad, N Fayyaz… - IEEE …, 2021 - ieeexplore.ieee.org
Online learning environments (OLE) including learning management systems (LMS) and
massive open online courses (MOOCs) are gaining popularity as the best modern alternate …

[HTML][HTML] Enabling recommendation system architecture in virtualized environment for e-learning

S Ali, Y Hafeez, M Humayun, NSM Jamail… - Egyptian Informatics …, 2022 - Elsevier
E-learning sites are useful for improving the skills and awareness of the academic
backbone, such as instructors, students, administrative staff, and those who are searching …

Enabling remote learning system for virtual personalized preferences during COVID-19 pandemic

S Ali, Y Hafeez, MA Abbas, M Aqib, A Nawaz - Multimedia Tools and …, 2021 - Springer
The education system worldwide has been affected by the Corona Virus Diseases 2019
(COVID-19) pandemic, resulting in the interruption of all educational institutions. Moreover …

Providing recommendations for communities of learners in MOOCs ecosystems

R Campos, RP dos Santos, J Oliveira - Expert Systems with Applications, 2022 - Elsevier
Abstract Massive Open Online Courses (MOOCs) have been widely disseminated due to the
arrival of Web 2.0. However, the growth of MOOCs brings some difficulties for students in …

Recommender systems for MOOCs: A systematic literature survey (January 1, 2012–July 12, 2019)

A Khalid, K Lundqvist, A Yates - … Review of Research in Open and …, 2020 - erudit.org
In recent years, massive open online courses (MOOCs) have gained popularity with learners
and providers, and thus MOOC providers have started to further enhance the use of MOOCs …

A recommendation system based on knowledge gap identification in moocs ecosystems

R Campos, RP dos Santos, J Oliveira - Proceedings of the XVI Brazilian …, 2020 - dl.acm.org
The consolidation of recommendation systems in a big data era brings opportunities in
different scenarios to customize methods that recommend data. In the scenarios of the …

Recommender system to support MOOCs teachers: Framework based on ontology and linked data

H Sebbaq, NE El Faddouli, S Bennani - Proceedings of the 13th …, 2020 - dl.acm.org
The proliferation of Massive Open Online Courses (MOOCs) has generated conflicting
opinions about their quality. In this paper, we aim at improving the quality of MOOCs through …

Research on MOOC teaching mode in higher education based on deep learning

Y Tian, Y Sun, L Zhang, W Qi - Computational intelligence and …, 2022 - Wiley Online Library
With the rapid development of computer technology and network technology and the
widespread popularity of electronic equipment, communication among people is more …

Developments in Educational Recommendation Systems: a systematic review

PCR Pinho, R Barwaldt, D Espíndola… - 2019 IEEE Frontiers …, 2019 - ieeexplore.ieee.org
This abstract refers to a full paper in the research category. This paper presents a Systematic
Review (SR) that aims at characterising the current scenario of Educational …