Research on the automation integration terminal of the education management platform based on big data analysis

Z Huizhong, M Fanrong, W Gui, B Mago… - Advances in Data …, 2022 - World Scientific
Education is a dynamic system by which students perceive the factors necessary to fit them
into the society. Education is mainly intentional learning that grooms individuals to achieve …

A survey on Big Data Analytics for Education

E Abdulaziz, A Aleryani - 2022 2nd International Conference …, 2022 - ieeexplore.ieee.org
The fast-growing numbers of data and information in the technology world causes many
problems in many areas if it is not used optimally. So, big data analytics is the best solution …

Analysis of student behavior in learning management systems through a Big Data framework

M Cantabella, R Martínez-España, B Ayuso… - Future Generation …, 2019 - Elsevier
In recent years, learning management systems (LMSs) have played a fundamental role in
higher education teaching models. A new line of research has been opened relating to the …

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 …

Learning with big data technology: The future of education

M Birjali, A Beni-Hssane, M Erritali - Proceedings of the Third International …, 2018 - Springer
Abstract The use of Big Data systems in the field of education allows to envisage new
approaches and new learning contexts. Indeed, the rapid emergence of the new e-learning …

Enhancing teaching and learning in educational institutes using the concept of big data technology

A Mohammed, S Kumar, SP Singh… - … on computing, power …, 2018 - ieeexplore.ieee.org
Education system is one of the sectors that experiences changes in terms of technological
innovations. Many institutions adopt the use of e-learning platforms and other web services …

Analysis of Educational Big Data Mining Based on Deep Learning Technology

J He - 2021 International conference on Smart Technologies …, 2022 - atlantis-press.com
Behavioral data comes from a large database that collects data on students' use of their
campus smart cards. The main work of this paper includes:(1) firstly, this paper summarizes …

[PDF][PDF] Big Data Reference Architecture for e-Learning Analytical Systems

K Palanivel, T Chithralekha - Int. J. Recent Innov. Trends Comput …, 2018 - academia.edu
The recent advancements in technology have produced big data and become the necessity
for researcher to analyze the data in order to make it meaningful. Massive amounts of data …

Predicting student success using big data and machine learning algorithms

F Ouatik, M Erritali, F Ouatik… - International Journal of …, 2022 - learntechlib.org
The prediction of student performance, allows teachers to track student results to react and
make decisions that affect their learning and performance, given the importance of …

The application of big data analysis in college computer education

Z Jiang - Data processing techniques and applications for cyber …, 2020 - Springer
The big data analysis refers to the analysis of the large-scale data, searching for patterns,
relevance and other useful information in the process of studying the large amounts of the …