{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,27]],"date-time":"2025-12-27T10:11:01Z","timestamp":1766830261504,"version":"build-2065373602"},"reference-count":64,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2023,11,13]],"date-time":"2023-11-13T00:00:00Z","timestamp":1699833600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Future Internet"],"abstract":"<jats:p>The Internet of Things (IoT), cloud, and fog computing are now a reality and have become the vision of the smart world. Self-directed learning approaches, their tools, and smart spaces are transforming traditional institutions into smart institutions. This transition has a positive impact on learner engagement, motivation, attendance, and advanced learning outcomes. In developing countries, there are many barriers to quality education, such as inadequate implementation of standard operating procedures, lack of involvement from learners and parents, and lack of transparent performance measurement for both institutions and students. These issues need to be addressed to ensure further growth and improvement. This study explored the use of smart technologies (IoT, fog, and cloud computing) to address challenges in student learning and administrative tasks. A novel framework (a five-element smart institution framework) is proposed to connect administrators, teachers, parents, and students using smart technologies to improve attendance, pedagogy, and evaluation. The results showed significant increases in student attendance and homework progress, along with improvements in annual results, student discipline, and teacher\/parent engagement.<\/jats:p>","DOI":"10.3390\/fi15110367","type":"journal-article","created":{"date-parts":[[2023,11,13]],"date-time":"2023-11-13T02:30:29Z","timestamp":1699842629000},"page":"367","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Transforming Educational Institutions: Harnessing the Power of Internet of Things, Cloud, and Fog Computing"],"prefix":"10.3390","volume":"15","author":[{"given":"Afzal","family":"Badshah","sequence":"first","affiliation":[{"name":"Department of Computing, Islamabad Campus, Hamdard University, Islamabad 44000, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2944-4740","authenticated-orcid":false,"given":"Ghani Ur","family":"Rehman","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Bioinformatics, Khushal Khan University, Karak 27200, Pakistan"}]},{"given":"Haleem","family":"Farman","sequence":"additional","affiliation":[{"name":"Smart Systems Engineering Lab, Department of Communications and Networks Engineering, Prince Sultan University, Riyadh 66833, Saudi Arabia"}]},{"given":"Anwar","family":"Ghani","sequence":"additional","affiliation":[{"name":"Department of Computer and Software Engineering, International Islamic University, Islamabad 44000, Pakistan"}]},{"given":"Shahid","family":"Sultan","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Northern University, Nowshera 24110, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6723-5486","authenticated-orcid":false,"given":"Muhammad","family":"Zubair","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Bioinformatics, Khushal Khan University, Karak 27200, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6511-1460","authenticated-orcid":false,"given":"Moustafa M.","family":"Nasralla","sequence":"additional","affiliation":[{"name":"Smart Systems Engineering Lab, Department of Communications and Networks Engineering, Prince Sultan University, Riyadh 66833, Saudi Arabia"}]}],"member":"1968","published-online":{"date-parts":[[2023,11,13]]},"reference":[{"key":"ref_1","unstructured":"(2023, October 07). Learning through Play: How Schools Can Educate Students through Technology. Available online: https:\/\/www.weforum.org\/agenda\/2020\/01\/technology-education-edtech-play-learning\/\/."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"e4686","DOI":"10.1002\/dac.4686","article-title":"Smart workload migration on external cloud service providers to minimize delay, running time, and transfer cost","volume":"34","author":"Badshah","year":"2021","journal-title":"Int. J. Commun. Syst."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Nasralla, M.M., Al-Shattarat, B., Almakhles, D.J., Abdelhadi, A., and Abowardah, E.S. (2021). Futuristic trends and innovations for examining the performance of course learning outcomes using the Rasch analytical model. Electronics, 10.","DOI":"10.3390\/electronics10060727"},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Anwar, A., Rehman, I.U., Nasralla, M.M., Khattak, S.B.A., and Khilji, N. (2023). Emotions Matter: A Systematic Review and Meta-Analysis of the Detection and Classification of Students\u2019 Emotions in STEM during Online Learning. Educ. Sci., 13.","DOI":"10.3390\/educsci13090914"},{"key":"ref_5","first-page":"81","article-title":"Smart Security Framework for Educational Institutions Using Internet of Things (IoT)","volume":"61","author":"Afzal","year":"2019","journal-title":"Comput. Mater. Contin."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1186\/s40561-021-00170-x","article-title":"Smart education framework","volume":"8","author":"Demir","year":"2021","journal-title":"Smart Learn. Environ."},{"key":"ref_7","unstructured":"Tanveir uz, Z., Amtul, H.M.A., and Naseer, N. (2018). Foundation of Education, Allama Iqbal Open University."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Badshah, A., Nasralla, M.M., Jalal, A., and Farman, H. (2023, January 24\u201327). Smart Education in Smart Cities: Challenges And Solution. Proceedings of the 2023 IEEE International Smart Cities Conference (ISC2), Bucharest, Romania.","DOI":"10.1109\/ISC257844.2023.10293615"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"6319","DOI":"10.1007\/s10639-021-10619-8","article-title":"Academic use of social networking sites in learners\u2019 engagement in underdeveloped countries\u2019 schools","volume":"26","author":"Badshah","year":"2021","journal-title":"Educ. Inf. Technol."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"100719","DOI":"10.1016\/j.measen.2023.100719","article-title":"Smart office automation via faster R-CNN based face recognition and internet of things","volume":"27","author":"Rajeshkumar","year":"2023","journal-title":"Meas. Sens."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"107278","DOI":"10.1016\/j.compeleceng.2021.107278","article-title":"The core components of education 4.0 in higher education: Three case studies in engineering education","volume":"93","author":"Miranda","year":"2021","journal-title":"Comput. Electr. Eng."},{"key":"ref_12","unstructured":"Ramlowat, D.D., and Pattanayak, B.K. (2019). Information Systems Design and Intelligent Applications, Springer."},{"key":"ref_13","unstructured":"Al-Emran, M., Malik, S.I., and Al-Kabi, M.N. (2020). Toward Social Internet of Things (SIoT): Enabling Technologies, Architectures and Applications, Springer."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"3059","DOI":"10.1016\/j.sbspro.2011.04.245","article-title":"The study and comparison of curriculum in smart and traditional schools","volume":"15","author":"Ladan","year":"2011","journal-title":"Procedia-Soc. Behav. Sci."},{"key":"ref_15","first-page":"1340","article-title":"Drivers of academic pathways in higher education: Traditional vs. non-traditional students","volume":"46","author":"Pedro","year":"2019","journal-title":"Stud. High. Educ."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"511","DOI":"10.1007\/s10796-018-9874-3","article-title":"E-Learning Implementation in South Korea: Integrating Effectiveness and Legitimacy Perspectives","volume":"22","author":"Thompson","year":"2020","journal-title":"INformation Syst. Front."},{"key":"ref_17","unstructured":"Danguole, R., Greta, V., Daniella Tasic, H., Madeleine, M., and Ramunas, K. (2020, January 17\u201319). Relevancy of the MOOC About Teaching Methods in Multilingual Classroom. Proceedings of the Smart Innovation, Systems and Technologies, Split, Croatia."},{"key":"ref_18","unstructured":"Team, Z. (2023, October 07). Zoom Meeting. Available online: https:\/\/zoom.us\/."},{"key":"ref_19","unstructured":"Team, G.M. (2023, October 07). Google Meeting. Available online: https:\/\/meet.google.com\/,."},{"key":"ref_20","unstructured":"Team, S. (2023, October 07). Skype Meeting. Available online: https:\/\/www.skype.com\/en\/."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/IJSEUS.2019010101","article-title":"From Learning Management Systems to a Social Learning Environment: A Comparative Review and the Implications","volume":"10","author":"Suleiman","year":"2019","journal-title":"Int. J. Smart Educ. Urban Soc. (IJSEUS)"},{"key":"ref_22","unstructured":"Croft, M., and Moore, R. (2019). Rural Students: Technology, Coursework, and Extracurricular Activities. Insights in Education and Work, ACT, Inc."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"103923","DOI":"10.1016\/j.compedu.2020.103923","article-title":"Augmented reality tools for sports education and training","volume":"155","author":"Soltani","year":"2020","journal-title":"Comput. Educ."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"104239","DOI":"10.1016\/j.compedu.2021.104239","article-title":"Goal-oriented active learning (GOAL) system to promote reading engagement, self-directed learning behavior, and motivation in extensive reading","volume":"171","author":"Li","year":"2021","journal-title":"Comput. Educ."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3610401","article-title":"Towards smart education through internet of things: A survey","volume":"56","author":"Badshah","year":"2023","journal-title":"ACM Comput. Surv."},{"key":"ref_26","unstructured":"Badshah, D.A. (2023, October 07). Smart Security Framework for Educational Institutions. Available online: https:\/\/afzalbadshah.com\/index.php\/2022\/07\/16\/internet-of-things-iot-securing-the-educational-institutions\/."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"39376","DOI":"10.1109\/ACCESS.2022.3166261","article-title":"A parametrized comparative analysis of performance between proposed adaptive and personalized tutoring system \u201cseis tutor\u201d with existing online tutoring system","volume":"10","author":"Singh","year":"2022","journal-title":"IEEE Access"},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Farman, H., Sedik, A., Nasralla, M.M., and Esmail, M.A. (2023, January 24\u201327). Facial Emotion Recognition in Smart Education Systems: A Review. Proceedings of the 2023 IEEE International Smart Cities Conference (ISC2), Bucharest, Romania.","DOI":"10.1109\/ISC257844.2023.10293353"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Zeeshan, K., H\u00e4m\u00e4l\u00e4inen, T., and Neittaanm\u00e4ki, P. (2022). Internet of Things for sustainable smart education: An overview. Sustainability, 14.","DOI":"10.3390\/su14074293"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"104501","DOI":"10.1016\/j.compedu.2022.104501","article-title":"Teacher beliefs, classroom process quality, and student engagement in the smart classroom learning environment: A multilevel analysis","volume":"183","author":"Wang","year":"2022","journal-title":"Comput. Educ."},{"key":"ref_31","unstructured":"(2023, October 07). Microsoft Team. Available online: https:\/\/team.microsoft.com\/."},{"key":"ref_32","unstructured":"(2023, October 07). Flipgrid. Available online: https:\/\/flipgrid.com\/."},{"key":"ref_33","unstructured":"(2023, October 07). Microsoft Forms. Available online: https:\/\/forms.microsoft.com\/."},{"key":"ref_34","unstructured":"(2023, October 07). Microsoft Education Center. Available online: https:\/\/education.microsoft.com\/."},{"key":"ref_35","first-page":"3758","article-title":"An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges","volume":"5","author":"Olakunle","year":"2019","journal-title":"IEEE Internet Things J."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"33396","DOI":"10.1109\/ACCESS.2021.3060964","article-title":"Investigating the Impact of the Internet of Things in Higher Education Environment","volume":"9","author":"Mircea","year":"2021","journal-title":"IEEE Access"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"101272","DOI":"10.1016\/j.tsc.2023.101272","article-title":"Development and validation of a higher-order thinking skills assessment scale for pre-service teachers","volume":"48","author":"Zhou","year":"2023","journal-title":"Think. Ski. Creat."},{"key":"ref_38","unstructured":"AlHelaibi, S.M., and Al Mubarak, M. (2023). Emerging Trends and Innovation in Business and Finance, Springer."},{"key":"ref_39","unstructured":"(2023, October 07). Google Education Center. Available online: https:\/\/edu.google.com."},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Polin, K., Yigitcanlar, T., Limb, M., and Washington, T. (2023). The Making of Smart Campus: A Review and Conceptual Framework. Buildings, 13.","DOI":"10.3390\/buildings13040891"},{"key":"ref_41","first-page":"1342","article-title":"Attendance System Design And Implementation Based On Radio Frequency Identification (RFID) And Arduino","volume":"10","author":"ALRikabi","year":"2018","journal-title":"J. Adv. Res. Dyn. Control Syst."},{"key":"ref_42","unstructured":"Alhelaly, S. (2023). Soft Computing: Theories and Applications: Proceedings of SoCTA 2022, Springer."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1109\/TE.2018.2867447","article-title":"How a Flexible Classroom Affords Active Learning in Electrical Engineering","volume":"62","author":"Aaron","year":"2019","journal-title":"IEEE Trans. Educ."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"7595","DOI":"10.1109\/JIOT.2019.2902410","article-title":"Experiences with IoT and AI in a Smart Campus for Optimizing Classroom Usage","volume":"6","author":"Thanchanok","year":"2019","journal-title":"IEEE Internet Things J."},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Ca\u0163\u0103, M. (2015, January 24\u201326). Smart university, a new concept in the Internet of Things. Proceedings of the 2015 14th RoEduNet International Conference\u2014Networking in Education and Research (RoEduNet NER), Craiova, Romania.","DOI":"10.1109\/RoEduNet.2015.7311993"},{"key":"ref_46","unstructured":"(2023, October 07). IoT Goes to School, M2M Applications in Education Institutions. Available online: https:\/\/www.link-labs.com\/iot-goes-to-school-m2m-applications-in-education-institutions."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"834","DOI":"10.1016\/j.procs.2018.05.095","article-title":"Smart Education with artificial intelligence based determination of learning styles","volume":"132","author":"Bajaj","year":"2018","journal-title":"Procedia Comput. Sci."},{"key":"ref_48","unstructured":"Terry, L., and Peter, D. (2013, January 23\u201326). The use of a Classroom Response System to more effectively flip the classroom. Proceedings of the Proceedings\u2014Frontiers in Education Conference, Oklahoma City, OK, USA."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1109\/TE.2018.2840501","article-title":"The Impact of Digital Technology on Female Students\u2019 Learning Experience in Partition-Rooms: Conditioned by Social Context","volume":"61","author":"Elhussein","year":"2018","journal-title":"IEEE Trans. Educ."},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Riccardo, P. (2018). A Virtual Learning Architecture Enhanced by Fog Computing and Big Data Streams. Future Internet, 10.","DOI":"10.3390\/fi10010004"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1109\/TLT.2016.2598167","article-title":"Teaching with a Dual-Channel Classroom Feedback System in the Digital Classroom Environment","volume":"10","author":"Yu","year":"2017","journal-title":"IEEE Trans. Learn. Technol."},{"key":"ref_52","first-page":"45","article-title":"Challenges in Synchronous Virtual Classrooms Adoption by Faculty","volume":"8","author":"Chandra","year":"2011","journal-title":"Int. J. Instr. Technol. Distance Learn."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1109\/TTS.2023.3239586","article-title":"Smart education in smart cities: Layered implications for networked and ubiquitous learning","volume":"4","author":"Tham","year":"2023","journal-title":"IEEE Trans. Technol. Soc."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1007\/s40692-022-00223-1","article-title":"Systematic review on mobile collaborative learning for engineering education","volume":"10","author":"Peramunugamage","year":"2023","journal-title":"J. Comput. Educ."},{"key":"ref_55","first-page":"172152","article-title":"Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning","volume":"7","author":"Yong","year":"2020","journal-title":"IEEE Internet Things J."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"100314","DOI":"10.1016\/j.edurev.2020.100314","article-title":"The flipped classroom: A meta-analysis of effects on student performance across disciplines and education levels","volume":"30","author":"Strelan","year":"2020","journal-title":"Educ. Res. Rev."},{"key":"ref_57","unstructured":"(2023, October 07). Microsoft Sway. Available online: https:\/\/sway.office.com\/."},{"key":"ref_58","doi-asserted-by":"crossref","unstructured":"Eeshwaroju, S., Jakkula, P., and Ganesan, S. (2020, January 9\u201310). IoT-based Empowerment by Smart Health Monitoring, Smart Education and Smart Jobs. Proceedings of the 2020 International Conference on Computing and Information Technology (ICCIT-1441), Tabuk City, Saudi Arabia.","DOI":"10.1109\/ICCIT-144147971.2020.9213754"},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Salloum, S., Al Marzouqi, A., Alderbashi, K.Y., Shwedeh, F., Aburayya, A., Al Saidat, M.R., and Al-Maroof, R.S. (2023). Sustainability Model for the Continuous Intention to Use Metaverse Technology in Higher Education: A Case Study from Oman. Sustainability, 15.","DOI":"10.3390\/su15065257"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"1833","DOI":"10.1109\/ACCESS.2020.3042832","article-title":"Does the Use of Smart Board Increase Students\u2019 Higher Order Thinking Skills (HOTS)?","volume":"9","author":"Abdullah","year":"2021","journal-title":"IEEE Access"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"74569","DOI":"10.1109\/ACCESS.2023.3294804","article-title":"A BP Neural Network-Assisted Smart Decision Method for Education Quality","volume":"11","author":"Zhang","year":"2023","journal-title":"IEEE Access"},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Alenezi, M., Wardat, S., and Akour, M. (2023). The Need of Integrating Digital Education in Higher Education: Challenges and Opportunities. Sustainability, 15.","DOI":"10.3390\/su15064782"},{"key":"ref_63","unstructured":"McRae, L., Ellis, K., and Kent, M. (2018). Internet of Things (IoT): Education and Technology, Curtin University."},{"key":"ref_64","first-page":"1155","article-title":"Smart Attendance System Using RFID In IOT","volume":"5","author":"Mahesh","year":"2016","journal-title":"Int. J. Adv. Res. Comput. Eng. Technol. 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