Towards intelligent E-learning systems

M Liu, D Yu - Education and Information Technologies, 2023 - Springer
The prevalence of e-learning systems has made educational resources more accessible,
interactive and effective to learners without the geographic and temporal boundaries …

Data harmonization for heterogeneous datasets: a systematic literature review

G Kumar, S Basri, AA Imam, SA Khowaja, LF Capretz… - Applied Sciences, 2021 - mdpi.com
As data size increases drastically, its variety also increases. Investigating such
heterogeneous data is one of the most challenging tasks in information management and …

Large-scale e-learning recommender system based on Spark and Hadoop

K Dahdouh, A Dakkak, L Oughdir, A Ibriz - Journal of Big Data, 2019 - Springer
The present work is a part of the ESTenLigne project which is the result of several years of
experience for developing e-learning in Sidi Mohamed Ben Abdellah University through the …

A literature review on intelligent services applied to distance learning

LM da Silva, LPS Dias, S Rigo, JLV Barbosa… - Education …, 2021 - mdpi.com
Distance learning has assumed a relevant role in the educational scenario. The use of
Virtual Learning Environments contributes to obtaining a substantial amount of educational …

Analyzing the educational goals, problems and techniques used in educational big data research from 2010 to 2018

B Quadir, NS Chen, P Isaias - Interactive Learning Environments, 2022 - Taylor & Francis
The purpose of this study is to review journal papers on educational big data research
published from 2010 to 2018. A total of 143 papers were selected. The papers were …

[PDF][PDF] Application Chang's extent analysis method for ranking barriers in the e-learning model based on multi-stakeholder decision making

Q Nguyen, PT Nguyen… - Universal Journal of …, 2020 - pdfs.semanticscholar.org
E-learning success model is a crucial topic, especially in the context of the Fourth Industry
with artificial intelligence and virtual reality in developing countries. In practice, it is a …

Learning analytics and collaborative groups of learners in distance education: a systematic mapping study

LM da SILVA, LPS Dias, JLV Barbosa, SJ Rigo… - Informatics in …, 2022 - ceeol.com
Advances in information and communication technologies have contributed to the
increasing use of virtual learning environments as support tools in teaching and learning …

Intelligent system for interactive online education based on cloud big data analytics

J Wang, B Zhao - Journal of Intelligent & Fuzzy Systems, 2021 - content.iospress.com
Based on the big data cloud computing platform with online teaching at the application
scenario, the functional modules of the system are divided according to the user's functional …

Improving online education using big data technologies

K Dahdouh, A Dakkak, L Oughdir… - The role of technology in …, 2020 - books.google.com
In a world in full digital transformation, where new information and communication
technologies are constantly evolving, the current challenge of Computing Environments for …

Research on innovation and development of university instructional administration informatization in IoT and big data environment

S Wu - Soft computing, 2023 - Springer
Because of the advent of new technologies like machine learning (ML), the Internet of
Things (IoT), and big data, nearly every electronic device in the modern era of digitization is …