Smart University in the Era of Big Data

Authors

  • Chayapadhana Loetamnatkitseri Phranakhon Si Ayutthaya Rajabhat University
  • Narathip Pitithanabodee

Keywords:

Smart university, Big data, Internet of Things

Abstract

Smart campus aims to create a service system that supports student learning. It is a system that integrates teaching and learning, research and management under the intelligent network infrastructure. Building a smart campus is therefore the application of big data using big data technology, cloud computing, Internet of Things and integrating technology with the needs of university users. The design of a smart campus consists of four conceptual models: communication, environment, information, and services. It also consists of the hierarchical architecture, structural model to build a smart campus information platform with seven key areas: intelligent sensing layer, network communication layer, cloud computing layer, big data layer, intelligent application layer, smart terminal layer and support security system.

References

Amornsiriphong, W. (2019). Big data technology and libraries in the digital age. T.L.A. Bulletin, 63(2), 1-23.

(In Thai)

Boonmeesuwan, C. (2019). Big data and modern management. Business Review Journal, 11(1), 1-4.

(In Thai)

Chao, T. Y., Shuo, T. C., Jung, C. L., Ren, H. L., & Ching, L. C. (2020). On construction of an energy monitoring

service using big data technology for the smart campus. Cluster Computing 23, 265–288.

Chen, Y. (2019). Design of the reference model of smart campus in universities based on IoTs technology

under the background of big data. 2019 International Conference on Artificial Intelligence, Control

and Automation Engineering (AICAE 2019), 35-42.

De Mauro, A., Greco, M., & Grimaldi, M. (2016). A formal definition of big data based on its essential features.

Library Review, 65(3), 122-135.

Guofeng, X., & Mingzhu, L. (2021). The application of big data technology in the construction of smart

campus in vocational construction of smart campus in vocational colleges. Journal of Physics:

Conference Series, 1827, 012134. IOP Publishing.

Janpla, S., & Nilsool, P. (2019). Smart university: Guidelines to implementation smart university. Journal

of Technology Management Rajabhat Maha Sarakham University, 6(1), 147-158. (In Thai)

Katemukda, N. (2021). Improvement of manufacturing firm’s performance by applying organization

knowledge management and big data. Modern Management Journal, 19(1), 14-26. (In Thai)

Liu, X. (2016). A study on smart campus model in the era of big data. Advances in Social Science,

Education and Humanities Research, 87, 919-922.

Lorsuwannarat, T. (2005). Learning organization: From concept to practice. Bangkok: Rattanatri. (In Thai)

NIST Big Data Public Working Group. (2019). NIST big data interoperability framework: Volume 1, definitions.

Retrieved from https://nvlpubs.nist.gov/nistpubs/SpecialPublications/NIST.SP.1500-1r2.pdf

Office of the Royal Thai Council. (2011). Dictionary, Royal Institute edition, 2011. Retrieved from

https://dictionary.orst.go.th/ (In Thai)

Poompruk, C. (2019). Book review: Big data series II: Think like a data scientist. RMUTT Global Business

and Economics Review, 14(2), 211-214. (In Thai)

Raicharoen, T. (2020). Big data and anti-corruption: A case study with mobile phone usage data. NBTC

Journal, 4(4), 58-71. (In Thai)

Tang, Z. (2017). On study of application of big data and cloud computing technology in smartcampus.

In IOP Conference Series: Earth and Environmental Science, 100(1), 012026. IOP Publishing.

Wathanakom, N. (2020). Integrating big data analytics into marketing mix development. Modern

Management Journal, 18(2), 1-14. (In Thai)

Wang, F. L. (2017). Research on the application of smart campus construction under the background of

big data. In 2nd International Conference on Computer, Network Security and Communication

Engineering (CNSCE 2017) (pp.246-252). Retrieved from https://www.dpi-

proceedings.com/index.php/dtcse/article/view/8910

Wang, F. (2017). The application of big data in the construction of smart campus information. In

Asia-Pacific Engineering and Technology Conference (APETC 2017) (pp.1536-1543). Retrieved from

https://www.dpi-proceedings.com/index.php/dtetr/article/view/11294

Wetcho, S. (2018). The era of big data; opportunity for Thai education development. Journal of Education

Studies, 46(3), 416-435. (In Thai)

William, V. C., Jhoann, M. E., Carlo, C. T., Ivan, O. G., & Sergio, L. M. (2019). Application of a big data

framework for data monitoring on a smart campus. Sustainability, 11(5552), 1-15.

William, V. C., Xavier, P. P., & Sergio, L. M. (2019). Application of a smart city model to a traditional university

campus with a big data architecture: A sustainable smart campus. Sustainability, 11(2857), 1-28.

Xu, G., & Li, M. (2021). The application of big data technology in the construction of smart campus in

vocational colleges. Journal of Physics: Conference Series, 1827, 012134.

Yi, Y., & He, P. (2016). Smart campus building based on big data. In ISME 2016 - Information Science and

Management Engineering IV (ISME 2016) (pp.358-361).

Zhang, J., & Xu, Y. (2015). Smart campus with the big data. In Joint International Social Science, Education,

Language, Management and Business Conference (JISEM 2015) (pp.159-161).

Zhao, J., & Zhao, M. (2018). Management decision support model of smart campus based on big data

center. In 2018 International Conference on Modeling, Simulation and Analysis (ICMSA 2018)

(pp.489-496).

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Published

03-01-2022 — Updated on 21-01-2022

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Academic Article