A Systematic Review on Big Data Analytics Frameworks for Higher Education - Tools and Algorithms

Author:

Otoo-Arthur David1,Van Zyl Terence1

Affiliation:

1. School of Computer Science and Applied Mathematics, University of the Witwatersrand, Wits, Johannesburg, South Africa

Publisher

ACM

Reference70 articles.

1. A formal definition of Big Data based on its essential features

2. C. Vaitsis V. Hervatis and N. Zary "Introduction to big data in education and its contribution to the quality improvement processes " 2016. C. Vaitsis V. Hervatis and N. Zary "Introduction to big data in education and its contribution to the quality improvement processes " 2016.

3. Data mining in education

4. M. R. Jang T. Miller M. Squires and D. Cargile "Managing data received from multiple sources for generating a contact profile for synchronizing with the multiple sources " Mar. 14 2013 uS Patent App. 13/609 216. M. R. Jang T. Miller M. Squires and D. Cargile "Managing data received from multiple sources for generating a contact profile for synchronizing with the multiple sources " Mar. 14 2013 uS Patent App. 13/609 216.

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2. Distributed Analytics For Big Data: A Survey;Neurocomputing;2024-03

3. A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour;International Journal of Educational Technology in Higher Education;2024-01-19

4. Designing and evaluating a big data analytics approach for predicting students’ success factors;Journal of Big Data;2023-10-13

5. A Human-Centered Review of Algorithms in Decision-Making in Higher Education;Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems;2023-04-19

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