[HTML][HTML] Applying big data analytics in higher education: A systematic mapping study

A Alkhalil, MAE Abdallah, A Alogali… - International Journal of …, 2021 - igi-global.com
Higher education systems (HES) have become increasingly absorbed in applying big data
analytics due to competition as well as economic pressures. Many studies have been …

[HTML][HTML] A decade of research into the application of big data and analytics in higher education: A systematic review of the literature

A Stojanov, BK Daniel - Education and Information Technologies, 2024 - Springer
The need for data-driven decision-making primarily motivates interest in analysing Big Data
in higher education. Although there has been considerable research on the value of Big …

[HTML][HTML] Adoption of big data analytics and its impact on organizational performance in higher education mediated by knowledge management

GFM Sekli, I De La Vega - Journal of Open Innovation: Technology, Market …, 2021 - Elsevier
Due to SARS-CoV-2 pandemic, higher education institutions are challenged to continue
providing quality teaching, consulting, and research production through virtual education …

[PDF][PDF] Big data analytics in higher education: a review

J Murumba, E Micheni - The International Journal of Engineering and …, 2017 - academia.edu
--------------------------------------------------------ABSTRACT------------------------------------------------------
-----Big Data provides an opportunity to educational Institutions to use their Information …

From Big Data to Big Impact: analytics for teaching and learning in higher education

SS Chaurasia, A Frieda Rosin - Industrial and Commercial Training, 2017 - emerald.com
Purpose The purpose of this paper is to examine the applicability of Big Data in higher
education institutions. Design/methodology/approach A qualitative research approach using …

[HTML][HTML] Big data in education: a state of the art, limitations, and future research directions

MI Baig, L Shuib, E Yadegaridehkordi - International Journal of …, 2020 - Springer
Big data is an essential aspect of innovation which has recently gained major attention from
both academics and practitioners. Considering the importance of the education sector, the …

Developing an integrated framework to utilize big data for higher education institutions in Saudi Arabia

NA Alsheikh - International Journal of Computer Science & …, 2019 - papers.ssrn.com
In recent years, there has been widespread use of the Internet, the Internet of things, mobile
devices, networks, and applications. All this usage produces daily huge data that cannot be …

Opportunities and challenges for big data analytics in US higher education: A conceptual model for implementation

M Attaran, J Stark, D Stotler - Industry and Higher Education, 2018 - journals.sagepub.com
Business leaders around the world are using emerging technologies to capitalize on data, to
create business value and to compete effectively in a digitally driven world. They rely on …

[HTML][HTML] Designing and evaluating a big data analytics approach for predicting students' success factors

K Fahd, SJ Miah - Journal of Big Data, 2023 - Springer
Reducing student attrition in tertiary education plays a significant role in the core mission
and financial well-being of an educational institution. The availability of big data source from …

Applications of Big Data in education

F Kalota - … Journal of Educational and Pedagogical Sciences, 2015 - publications.waset.org
Big Data and analytics have gained a huge momentum in recent years. Big Data feeds into
the field of Learning Analytics (LA) that may allow academic institutions to better understand …