Conference paper Gold Open Access 2021

Educational big data infrastructure: Opportunities, design and challenges

Journal of Physics: Conference Series
Conference · Vol. 1810 · Issue 1 · Art. 012023
Abstract

The importance of data to help the management of educational institutions in decision making is recognized by all parties to improve the quality and competitiveness of their alumnus in society. However, to process aBig Data, facilities and resource capabilities are needed to convert the data into information that can be easily visualized and consumed by various interested parties. As the inefficiency of the old technology use in helping the businesses' needs, the infrastructure of the big data is important. Big data presents various challenges in infrastructure provision and resource constraints as well as privacy and security concerns. This paper provides an initial development of how to build Big Data infrastructure in an educational institution that is adaptable to existing conditions which provide considerable performance and capabilities to perform information mining to assist in decision making. The scenarios, in this case, provide valuable additional insights for organizations to apply to their environment and can be leveraged to reach critical decision making through data visualization. © Published under licence by IOP Publishing Ltd.

Keywords

Author Keywords

Not provided

Index Keywords

Decision making Apprentices Big data Educational institutions Data visualization Resource capabilities Technology use Privacy by design Data infrastructure Information mining Initial development Privacy and security Resource Constraint
Author Affiliations
Universitas Pendidikan Ganesha, Bali, Indonesia
Funding & Acknowledgements
Grant: 914/UN48.16/LT/2020
This work is supported by the Department of Research Institutions and Community Service, Universitas Pendidikan Ganesha (grant number: 914/UN48.16/LT/2020).
References 10 References
1 Procedia Social and Behavioral Sciences, (2015)
2 Santoso, Leo Willyanto, Data Warehouse with Big Data Technology for Higher Education, Procedia Computer Science, 124, pp. 93-99, (2017)
3 Big Data Menuju Evolusi Era Informasi Research Gate, (2015)
4 Yu, Jinghuan, Components and development in Big Data system: A survey, Journal of Electronic Science and Technology, 17, 1, pp. 51-72, (2019)
5 Big Data and Analytics, (2015)
6 Shi, Wanruo, Review on Development of Smart Education, Proceedings - IEEE International Conference on Service Operations and Logistics, and Informatics 2019, SOLI 2019, pp. 157-162, (2019)
7 Li, Yi, Review and Prospect of Modern Education using Big Data, Procedia Computer Science, 129, pp. 341-347, (2018)
8 Journal of Engineering Research and Applications, (2015)
9 Matsebula, Fezile, A big data architecture for learning analytics in higher education, 2017 IEEE AFRICON: Science, Technology and Innovation for Africa, AFRICON 2017, pp. 951-956, (2017)
10 Ternier, Stefaan, Towards a cloud-based big data infrastructure for higher education institutions, Lecture Notes in Educational Technology, pp. 177-194, (2018)
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