A Systematic Review of the IoT in Smart University: Model and Contribution

Senny Luckyardi, Ratih Hurriyati, D. Disman, Puspo Dewi Dirgantari

Abstract


The objectives of the review were to identify different implementation aspects of the Internet of Things (IoT) in Smart Universities (SU) from diverse studies, amplify the theories behind the IoT utilization and model in SU; as well as offer recommendations for future research in this area. This study employed a systematic literature review (SLR) technique, conducting comprehensive searches of the most relevant articles to the research question published from 2018 to 2022. Following a review of peer-reviewed journals, a total of 69 refereed articles were chosen and analyzed. The findings of this study suggest that the technology model needs to be aligned and integrated with organizational processes. IoT utilization should meet the adoption readiness of a university. The results also revealed that the creation of SU can be divided into three categories: behavior, learning, educational technology, and physical facilities. However, the literature related to IoT utilization and model is still incoherent and lacking in theoretical frameworks that reflect on specific circumstances such as SU. SU research is still in its early stages, with more work to be done in terms of identifying technology model adoption. The review also contributed to serving as inspiration and a point of reference for institutions as they work with the smart university initiative to create a teaching and learning environment that is more effective and efficient.

Keywords


Internet of things; Smart university; Systematic literature review; Technology

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Abougalala, R. A., Amasha, A., Areed, M. F., Alkhalaf, S., and Khairy, D. (2020). Blockchain-enabled smart university: A framework. Journal of Theoretical and Applied Information Technology, 98(17), 3531-3543.

Adebayo, A. E., and Ochayi, O. A. (2022). Utilization of internet services among students of polytechnic institutions in Kwara State. Indonesian Journal of Multidiciplinary Research, 2(1), 27-42.

Afify, M. K. (2020). Effect of interactive video length within e-learning environments on cognitive load, cognitive achievement and retention of learning. Turkish Online Journal of Distance Education, 21(4), 68-89.

Akinoso, S.O. (2023). Motivation and ICT in secondary school mathematics using unified theory of acceptance and use of technology model. Indonesian Journal of Educational Research and Technology, 3(1), 79-90.

Al Husaeni, D. F., and Nandiyanto, A. B. D. (2022). Bibliometric using Vosviewer with Publish or Perish (using google scholar data): From step-by-step processing for users to the practical examples in the analysis of digital learning articles in pre and post Covid-19 pandemic. ASEAN Journal of Science and Engineering, 2(1), 19-46.

Al Husaeni, D. N., and Hadianto, D. (2022). The influence of spada learning management system (LMS) on algorithm learning and programming of first grade students at Universitas Pendidikan Indonesia. Indonesian Journal of Multidiciplinary Research, 2(1), 203-212.

Al Shimmary, M. K., Al Nayar, M. M., and Kubba, A. R. (2015). Designing smart University using RFID and WSN. International Journal of Computer Applications, 112(15), 34-39.

Al-Adwan, A. S., Al-Madadha, A., and Zvirzdinaite, Z. (2018). Modeling students’ readiness to adopt mobile learning in higher education: An empirical study. International Review of Research in Open and Distributed Learning, 19(1), 221-241.

Alghamdi, A., and Shetty, S. (2016). Survey toward a smart campus using the internet of things. 2016 IEEE 4th international conference on future internet of things and cloud (FiCloud), 235-239.

Alrashed, S. (2020). Key performance indicators for smart campus and microgrid. Sustainable cities and society, 60, 102264.

Amin, M. H., Sajak, A. A. B., Jaafar, J., Husin, H. S., and Mohamad, S. (2022). Real time water quality monitoring system for smart city in Malaysia. ASEAN Journal of Science and Engineering, 2(1), 47-64.

Anh, D. H. M. (2022). Mesh network based on MQTT broker for smart home and IIoT factory. ASEAN Journal of Science and Engineering, 2(2), 173-180.

Arciosa, R. M. (2022). Information communication technology (ICT)-based instructional software and its effectiveness in teaching high school geometry. Indonesian Journal of Teaching in Science, 2(1), 51-60.

Asadi, Z., Abdekhoda, M., and Nadrian, H. (2019). Understanding and predicting teachers’ intention to use cloud computing in smart education. Interactive Technology and Smart Education, 17(1), 14-27.

Atif, Y., Mathew, S. S., and Lakas, A. (2015). Building a smart campus to support ubiquitous learning. Journal of Ambient Intelligence and Humanized Computing, 6(2), 223-238.

Azizah, N. N., Maryanti, R., and Nandiyanto, A. B. D. (2021). How to search and manage references with a specific referencing style using google scholar: From step-by-step processing for users to the practical examples in the referencing education. Indonesian Journal of Multidiciplinary Research, 1(2), 267-294.

Berdnikova, L. F., Mikhalenok, N. O., Frolova, V. A., Sukhacheva, V. V., and Krivtsov, A. I. (2020). Human resource management system development at smart university. In Smart Education and e-Learning 2020, 327-337.

Bhat, S. A., and Bashir, M. (2018). Measuring ICT orientation: Scale development and validation. Education and Information Technologies, 23(3), 1123-1143.

Blass, E., and Hayward, P. (2014). Innovation in higher education; will there be a role for “the academe/university” in 2025?. European Journal of Futures Research, 2(1), 1-9.

Bolaji, H. O., and Jimoh, H. A. (2023). Usability and utilization of ICT among educational administrators in secondary students in public school. Indonesian Journal of Educational Research and Technology, 3(2), 97-104.

Bolaji, H.O. and Adeoye, M.A. (2022). Accessibility, usability, and readiness towards ICT tools for monitoring educational practice in secondary schools. Indonesian Journal of Multidiciplinary Research, 2(2), 257-264.

Bukhari, E., Dabic, M., Shifrer, D., Daim, T., and Meissner, D. (2021). Entrepreneurial university: The relationship between smart specialization innovation strategies and university-region collaboration. Technology in Society, 65, 101560.

Byrne-Davis, L., Dexter, H., Hart, J., Cappelli, T., Byrne, G., Sampson, I., and Lumsden, C. (2015). Just-in-time research: a call to arms for research into mobile technologies in higher education. Research in Learning Technology, 23, 1-10.

Carius, A. C. (2020). Network education and blended learning: Cyber university concept and higher education post COVID-19 pandemic. Research, Society and Development, 9(10), e8209109340.

Castiblanco, P. A., Ramirez, J. L., and Rubiano, A. (2021). Smart materials and their application in robotic hand systems: A state of the art. Indonesian Journal of Science and Technology, 6(2), 401-426.

Cesur, R., Torkul, O., Cedimoğlu, İ. H., and Seda, U. Ç. A. R. (2019). Intelligent campus implementation for smart cities. Sakarya University Journal of Science, 23(6), 1218-1224.

Chaihang, S., and Puengsunwan, S. (2021). Smart moving-spiral-clothesline for urban society. ASEAN Journal of Science and Engineering, 1(1), 33-38.

Civilcharran, S., and Maharaj, M. S. (2016). Uncovering web search strategies in South African higher education. SA Journal of Information Management, 18(1), 8.

Coccoli, M., Guercio, A., Maresca, P., and Stanganelli, L. (2014). Smarter universities: A vision for the fast-changing digital era. Journal of Visual Languages and Computing, 25(6), 1003-1011.

Daramola, F.O. (2023). Utilization of ICT resources for teaching among some selected lecturers in colleges of education in Kwara State. ASEAN Journal of Educational Research and Technology, 2(1), 1-10.

Dong, Z. Y., Zhang, Y., Yip, C., Swift, S., and Beswick, K. (2020). Smart campus: Definition, framework, technologies, and services. IET Smart Cities, 2(1), 43-54.

Dwiana, O., Muktiarni, M., and Mupita, J. (2022). Improved information literacy of elementary school students about living pharmacies through information and communication media (ICT). ASEAN Journal of Science and Engineering Education, 2(3), 193-198.

Fadillah, P. Nandiyanto, A. B. D., Kurniawan T., and Bilad, M. R. (2022). Internet literature: Increasing information competence in the learning process of students of class 7 middle school. Indonesian Journal of Educational Research and Technology, 2(2), 81-86.

Fortes, S., Santoyo-Ramón, J. A., Palacios, D., Baena, E., Mora-García, R., Medina, M., ... and Barco, R. (2019). The campus as a smart city: University of Málaga environmental, learning, and research approaches. Sensors, 19(6), 1349.

Gan, C. L., and Balakrishnan, V. (2016). An empirical study of factors affecting mobile wireless technology adoption for promoting interactive lectures in higher education. International Review of Research in Open and Distributed Learning, 17(1), 214-239.

Gubbi, J., Buyya, R., Marusic, S., and Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. Future generation computer systems, 29(7), 1645-1660.

Haristiani, N., and Rifa’i, M. M. (2020). Combining chatbot and social media: Enhancing personal learning environment (PLE) in language learning. Indonesian Journal of Science and Technology, 5(3), 487-506.

Hemsley‐Brown, J., and Oplatka, I. (2006). Universities in a competitive global marketplace: A systematic review of the literature on higher education marketing. International Journal of Public Sector Management, 19(4), 316-338

Hidayat, D. S., and Sensuse, D. I. (2022). Knowledge management model for smart campus in Indonesia. Data, 7(1), 1-42.

Hinojo-Lucena, F. J., Aznar-Díaz, I., Cáceres-Reche, M. P., and Romero-Rodríguez, J. M. (2019). Artificial intelligence in higher education: A bibliometric study on its impact in the scientific literature. Education Sciences, 9(1), 1-9.

Hughes, C., Costley, J., and Lange, C. (2018). The effects of self-regulated learning and cognitive load on beginning to watch and completing video lectures at a cyber-university. Interactive Technology and Smart Education, 15(3), 220-237.

Hwang, G. J. (2014). Definition, framework and research issues of smart learning environments-a context-aware ubiquitous learning perspective. Smart Learning Environments, 1(1), 1-14.

Ihechu, K. J. P., Olutola, A. T., and Olatoy, R. A. (2023). Insecurity and assessment practices in university. Indonesian Journal of Multidiciplinary Research, 3(1), 49-56.

Jadhav, P., Gaikwad, H., Patil, K. S. (2022). Teaching and learning with technology: Effectiveness of ICT integration in schools. ASEAN Journal of Science Education, 1(1), 33-40

Kannadhasan, S., Shanmuganantham, M., Nagarajan, R., and Deepa, S. (2020). The role of future e-learning system and higher education. International Journal of Advanced Research in Science, Communication and Technology (IJARSCT), 12(2), 261-266.

Kettlewell, J., das Nair, R., and Radford, K. (2019). A systematic review of personal smart technologies used to improve outcomes in adults with acquired brain injuries. Clinical Rehabilitation, 33(11), 1705-1712.

Klyap, M., and Klyap, M. (2016). Innovative directions of the higher education of Ukraine. Studia Universitatis Vasile Goldiș Arad, Seria Științe Economice, 26(4), 54-66.

Koper, R. (2014). Conditions for effective smart learning environments. Smart Learning Environments, 1(1), 1-17.

Krull, G., and Duart, J. M. (2017). Research trends in mobile learning in higher education: A systematic review of articles (2011–2015). International Review of Research in Open and Distributed Learning, 18(7), 1-23.

Kurniawan, T. (2022). Stairs designed for people with special needs. Indonesian Journal of Community and Special Needs Education, 2(1), 59-64.

Kwet, M., and Prinsloo, P. (2020). The ‘smart’classroom: A new frontier in the age of the smart university. Teaching in Higher Education, 25(4), 510-526.

Kwok, L. F. (2015). A vision for the development of i-campus. Smart Learning Environments, 2, 1-12.

Lazar, I. M., Panisoara, G., and Panisoara, I. O. (2020). Digital technology adoption scale in the blended learning context in higher education: Development, validation and testing of a specific tool. PloS One, 15(7), e0235957.

Li, K. C., and Wong, B. T. M. (2021). Research landscape of smart education: a bibliometric analysis. Interactive Technology and Smart Education, 19(1), 3-19.

Liu, Y. L., Zhang, W. H., and Dong, P. (2014). Research on the construction of smart campus based on the internet of things and cloud computing. Applied Mechanics and Materials, 543, 3213-3217

Liu, Y. L., Zhang, W. H., and Dong, P. (2014). Research on the construction of smart campus based on the internet of things and cloud computing. Applied Mechanics and Materials, 543, 3213-3217.

Luckyardi, S., Soegoto, E. S., Jumansyah, R., Dewi, N. P., and Mega, R. U. (2022). A bibliometric analysis of climate smart agriculture research using vosviewer. Moroccan Journal of Chemistry, 10(3), 488-499

Malik, M. E., Naeem, B., and Munawar, M. (2012). Brand image: Past, present and future. Journal of Basic and Applied Scientific Research, 2(12), 13069-13075.

Malik, M. I., Wani, S. H., and Rashid, A. (2018). Cloud computing-technologies. International Journal of Advanced Research in Computer Science, 9(2), 379-384.

Mbombo, A. B., and Cavus, N. (2021). Smart university: A university in the technological age. TEM Journal, 10(1), 13-17.

Meng, Q., Jia, J., and Zhang, Z. (2020). A framework of smart pedagogy based on the facilitating of high order thinking skills. Interactive Technology and Smart Education, 17(3), 251-266

Miah, S. J., Gammack, J., and Hasan, N. (2017). Extending the framework for mobile health information systems Research: A content analysis. Information Systems, 69, 1-24.

Min-Allah, N., and Alrashed, S. (2020). Smart campus—A sketch. Sustainable Cities and Society, 59, 102231.

Musselin, C. (2018). New forms of competition in higher education. Socio-Economic Review, 16(3), 657-683.

Nie, X. (2013). Research on smart campus based on cloud computing and internet of things. Applied Mechanics and Materials, 380, 1951-1954.

Paramita, B., Kamilia, I., Nurhidayat, M. I., and Ocktaviyane, R. (2016). Optimization of design and planing VHS building using chronolux. Indonesian Journal of Science and Technology, 1(2), 170-184.

Pechsiri, T., and Puengsungwan, S. (2023). Energy harvesting based on living plants for smart farming. ASEAN Journal of Science and Engineering, 3(1), 47-56.

Purnomo, G. W. Pratiwi, Y., and Putri, K. H. (2022). Analysis usage behavior for information system of university library. Indonesian Journal of Multidiciplinary Research, 2(2), 421-428.

Rachmawati, R. (2019). Utilization and quality of information system for administration services based on ICT in Patehan, Kraton, Yogyakarta. Indonesian Journal of Science and Technology, 4(1), 55-63.

Rahmat, A. (2021). Standards for dimensions of space and environment in buildings for people with special needs (i.e. Wheelchairs, crutches, canes for the visually impaired). Indonesian Journal of Community and Special Needs Education, 1(1), 19-24.

Rahmat, A. (2022). Creating good environment and building for people with special needs: From definition to application of guiding and warning blocks. Indonesian Journal of Community and Special Needs Education, 2(1), 39-44.

Rodríguez Jiménez, C., Sanz Prieto, M., and Alonso García, S. (2019). Technology and higher education: A bibliometric analysis. Education Sciences, 9(3), 169.

Shaffiyah, I., Dwiyanti, V., Masek, A. (2022). Smart city and society 5.0: Involvement of information technology in the development of public service systems in Indonesia. ASEAN Journal of Community Service and Education, 1(1), 31-42.

Shah. S., S. (2022). Teaching and learning with technology: Effectiveness of ICT integration in schools. Indonesian Journal of Educational Research and Technology, 2(2), 133-140.

Singh, H., and Miah, S. J. (2020). Smart education literature: A theoretical analysis. Education and Information Technologies, 25(4), 3299-3328.

Sudarjat, H. (2022). Parking area for people with special needs: Standard design in Indonesia. Indonesian Journal of Community and Special Needs Education, 2(1), 53-58.

Sudaryat, M. R., Firdaus, M. F. Y., Salsabila, A. A., Romlah, S., Mardiatunnisa, M., and Praja, W. N. (2022). Utilization of electronic community library as a localhost-based digital library in optimizing learning resources. Indonesian Journal of Multidiciplinary Research, 2(2), 291-298.

Sułkowski, Ł., Kolasińska-Morawska, K., Seliga, R., and Morawski, P. (2021). Smart learning technologization in the Economy 5.0—The Polish perspective. Applied Sciences, 11(11), 5261.

Thapwiroch, K., Kumlue, A., Saoyong, N., Taprasan, P., and Puengsungewan, S. (2021). Easy-mushroom mobile application using the Internet of Things (IoT). Indonesian Journal of Educational Research and Technology, 1(2), 1-6.

Thomson, S., and van Belle, J. P. (2015). Antecedents of green IT adoption in South African higher education institutions. Electronic Journal of Information Systems Evaluation, 18(2), 173-187.

Tight, M. (2019). Systematic reviews and meta-analyses of higher education research. European Journal of Higher Education, 9(2), 133-152.

Torres-Sospedra, J., Avariento, J., Rambla, D., Montoliu, R., Casteleyn, S., Benedito-Bordonau, M., and Huerta, J. (2015). Enhancing integrated indoor/outdoor mobility in a smart campus. International Journal of Geographical Information Science, 29(11), 1955-1968.

Tuul, S., Banzragch, O., and Saizmaa, T. (2016). E-learning in Mongolian higher education. International Review of Research in Open and Distributed Learning, 17(2), 181-197.




DOI: https://doi.org/10.17509/ijost.v7i3.51476

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