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محمدیان, ایوب, صدیقی, محمد بشیر, سرکانی, محمد. (1401). انتخاب کاربردهای اینترنت اشیا (IOT) در صنعت آموزش با استفاده از روش تصمیم‌گیری چندمعیاره بهترین- بدترین. فناوری آموزش, 16(2), 363-386. doi: 10.22061/tej.2022.7414.2533
ایوب محمدیان; محمد بشیر صدیقی; محمد سرکانی. "انتخاب کاربردهای اینترنت اشیا (IOT) در صنعت آموزش با استفاده از روش تصمیم‌گیری چندمعیاره بهترین- بدترین". فناوری آموزش, 16, 2, 1401, 363-386. doi: 10.22061/tej.2022.7414.2533
محمدیان, ایوب, صدیقی, محمد بشیر, سرکانی, محمد. (1401). 'انتخاب کاربردهای اینترنت اشیا (IOT) در صنعت آموزش با استفاده از روش تصمیم‌گیری چندمعیاره بهترین- بدترین', فناوری آموزش, 16(2), pp. 363-386. doi: 10.22061/tej.2022.7414.2533
محمدیان, ایوب, صدیقی, محمد بشیر, سرکانی, محمد. انتخاب کاربردهای اینترنت اشیا (IOT) در صنعت آموزش با استفاده از روش تصمیم‌گیری چندمعیاره بهترین- بدترین. فناوری آموزش, 1401; 16(2): 363-386. doi: 10.22061/tej.2022.7414.2533

انتخاب کاربردهای اینترنت اشیا (IOT) در صنعت آموزش با استفاده از روش تصمیم‌گیری چندمعیاره بهترین- بدترین

فناوری آموزش
مقاله 11، دوره 16، شماره 2 - شماره پیاپی 62، فروردین 1401، صفحه 363-386    اصل مقاله (1.11 M)
نوع مقاله: مقاله پژوهشی
شناسه دیجیتال (DOI): 10.22061/tej.2022.7414.2533
نویسندگان
ایوب محمدیان* 1؛ محمد بشیر صدیقی2؛ محمد سرکانی3
1گروه مدیریت فناوری اطلاعات. دانشکده مدیریت ، دانشگاه تهران. تهران، ایران
2گروه مطالعات علم و فناوری، دانشکده مدیریت، علم و فناوری، دانشگاه صنعتی امیرکبیر (پلی تکنیک تهران)، تهران
3گروه مهندسی فناوری اطلاعات، دانشکده مهندسی، موسسه آموزش عالی الکترونیکی نور طوبی،
چکیده
پیشینه و اهداف: با استقرار آموزش مبتنی بر اینترنت اشیا، دانش‌آموزان و دانشجویان می­توانند با استفاده از سنسورهای جاسازی‌شده محیط را بهتر کشف کنند. آن‌ها می‌توانند در هر زمان به محتوای آموزشی و سایر اطلاعات دسترسی پیدا کنند. معلمان همچنین می‌توانند دستگاه‌های پوشیدنی و تلفن‌های هوشمند را در کلاس‌های درس برای بهبود آموزش و یادگیری استفاده کنند. با اینکه تکنولوژی‌های نوین نظیر مدارس هوشمند، آموزش‌های الکترونیکی، محتواهای آموزشی الکترونیکی و تجهیزات کلاس‌های هوشمند توانسته‌اند تأثیر مثبتی بر روند آموزش و انتقال مفاهیم به فراگیران داشته باشند؛ اما نتوانسته‌اند چالش‌های این حوزه را به‌خوبی رفع کنند. با توجه به این‌که اینترنت اشیا علاوه بر به‌کارگیری تکنولوژی‌های اشاره‌شده از طریق همگرایی فناوری مانند رایانش ابری، عظیم داده‌ها، بلاک چین، تلفن‌های هوشمند، اشیا و محیط کلاس و ... توانسته است روی صنعت آموزش از طریق خلق روش‌های نوین آموزش و یادگیری، ارتقای سیستم‌های نظارت و کنترل و بهبود تصمیم‌گیری‌ها از طریق تحلیل داده‌ها، تأثیر شگرفی داشته باشد. بنابراین می‌توان ادعا کرد که اینترنت اشیا از طریق ارائه راه‌کارهایی کاربردی، می‌تواند بخش آموزش را در حل مشکلات و چالش‌های پیش رویش، توانمند سازد.
روش‌ها‌: این پژوهش از منظر هدف از نوع پژوهش‌های کاربردی است و براساس نحوه جمع‌آوری داده‌ها از نوع پژوهش‌های آمیخته (کیفی- کمّی) است. در ابتدای تحقیق برای شناسایی کاربردهای اینترنت اشیا در آموزش از روش فراترکیب استفاده‌شده است که در این روش ابتدا تعداد 4638 عنوان مقاله یافت شد که پس از بررسی 490 مقاله استخراج شد و از این تعداد 128 مقاله برای تحلیل نهایی مورداستفاده قرار گرفتند. همچنین با استفاده از ابزار پرسش‌نامه برای اولویت‌بندی کاربردهای اینترنت اشیا در آموزش، از روش تصمیم‌گیری چند معیاره بهترین – بدترین (BWM) استفاده‌شده است.
یافته‌ها: تجزیه‌وتحلیل یافته‌ها نشان داد که کاربردهایی مانند «پردیس هوشمند»، «سلامت و بهداشت دانش‌آموزان یا دانشجویان» به ترتیب بالاترین اولویت‌ها را به خود اختصاص داده‌اند. کاربردهایی مانند «آموزش و یادگیری»، «کلاس هوشمند»و«سیستم ردیابی یا حمل‌ونقل هوشمند» در اولویت‌های بعدی قرار داشتند.
نتیجه‌گیری:. با توجه به یافته‌های پژوهش می‌توان برای رفع مشکلات صنعت آموزش پیشنهاد‌هایی را ارائه کرد. در حوزه کاربردی به کمک فناوری اینترنت اشیا می‌توان مشکلاتی از قبیل محدود بودن آموزش به یک مکان و زمان، هدر رفتن زمان کلاس به دلیل تراکم بالای افراد، هوشمند نبودن و هزینه زیاد نگهداری مراکز آموزشی، عدم نظارت دقیق بر سلامت و بهداشت دانش‌آموزان یا دانشجویان، مناسب نبودن فضاهای آموزشی برای افراد ناتوان جسمی (معلول)، عدم هوشمندی سیستم حمل‌ونقل را کاهش داد. همچنین می‌توان به سیاست‌گذاران صنعت آموزش پیشنهاد کرد که با توجه به این‌که بخش‌های «نظارت هوشمند بر سلامت»، « انرژی هوشمند» و « امنیت» دارای اهمیت بیشتری نسبت به سایر زیرکاربردها هستند و باید توجه ویژه به این بخش‌ها داشته باشند. همچنین اقدام در جهت آموزش همگانی و عمومی و تبلیغات گسترده در آشنایی جامعه با محصولات هوشمند و فناوری اینترنت اشیا به‌منظور افزایش پذیرش کاربران و ایجاد تقاضا صورت پذیرد. از محدودیت‌های پژوهش می‌توان به  تعداد محدود خبرگان آشنا با فناوری اینترنت اشیا در بخش آموزش کشور اشاره کرد و در تحقیقات آتی پیشنهاد می‌گردد روابط بین  کاربردها و زیر کاربردها و اولویت آن‌ها براساس شاخص‌های امکان‌پذیری و جذابیت بررسی شود.
کلیدواژه‌ها
اینترنت اشیاء؛ آموزش؛ روش بهترین- بدترین؛ تصمیم گیری؛ کاربردها
موضوعات
آموزش الکترونیکی
عنوان مقاله [English]
Selection of Internet of things (IOT) applications in education industry using the Best-Worst Multi-Criteria Decision-Making Method
نویسندگان [English]
M. Mohammadian1؛ M. Sedighi2؛ M. Serkani3
1Department of Information Technology Management, Faculty of Management, University of Tehran, Tehran, Iran
2Departments of Management, Science and Technology, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran
3Department of Information Technology Engineering, Noore Touba Virtual University, Tehran, Iran
چکیده [English]
Background and Objectives: Deploying IoT-based education can allow students to explore the environment using embedded sensors. They can access educational materials and other information at any time. Teachers can also use wearable devices and smartphones in the classroom to improve teaching and learning. Although new technologies such as smart schools, e-learning, e-learning content and smart classroom equipment have had a positive impact on the process of teaching and conveying concepts to learners, they have not been able to meet the challenges in this area well enough. Since the Internet of Things, in addition to using the mentioned technologies through technology convergence such as cloud computing, massive data, blockchain, smart phones, objects and classroom environment, etc. has a tremendous effect  on the education industry by creating  new teaching and learning methods, developing the systems of monitoring and control and improving the decisions through data analysis, it is argued that the IoT can empower the education sector to solve the problems and challenges it faces by providing practical solutions.
Methods: This research is an applied research in terms of purpose and it is based on mixed methods research (qualitative- quantitative) considering how the data are collected.  At the beginning of the research, the Meta-synthesis method was used to identify the applications of the IoT in education. In this method, 4638 articles were found, and after being reviewed,  490 articles were extracted  among these  128 articles were used for the final analysis. Also, using the questionnaire as a tool to prioritize the Internet of things applications in education, the best-worst multi-criteria decision-making method  was  used.
Findings: The findings showed that applications such as "Smart Campus" and "Student Health" have the highest priorities, respectively. Applications such as "Education (Teaching) and Learning", "Smart Class" and "Smart Tracking or Intelligent Transportation stsyem" were the next priorities.
Conclusion: According to the findings, suggestions can be made to solve the problems of the education industry. In the field of application, with the help of IoT technology, there are problems such as the limitation of education to one place and time, wasting class time due to high density of people, lack of  intelligence and high maintenance costs of educational centers, lack of accurate monitoring of students' health and hygiene, and the inadequacy of educational facilities for the physically disabled reducing the lack of smartness of the transportation system. Education industry policymakers can also be advised to pay special attention to these areas, given that the areas of "smart health monitoring", "smart energy" and "security" are more important than other sub-applications and they should also pay attention to these special sections. Also, action should be taken for public education and extensive publicity in familiariing the society with smart products and IoT technology in order to increase user acceptance and create demand. Among the limitations of the research, the limited number of experts familiar with IoT technology in the country's education sector vcan be mentioned. It is suggested to examine the relationships between applications and sub-applications and their priority based on the feasibility and attractiveness of the indicators in the future research.
کلیدواژه‌ها [English]
Internet of Things (IOT), Education, Best- worst Method, Decision making, Applications
مراجع
[1] Bagheri M, Movahed S. The effect of the internet of things (IoT) on education business model. 12th International Conference on Signal-Image Technology & Internet-Based Systems: 2016 Nov 28 - Dec 1: Naples, Italy.

[2] Kamali Mohammadzadeh A, Ghafoori S, Mohammadian A, Mohammadkazemi R, Mahbanooei B, Ghasemi R. A fuzzy analytic network process (FANP) approach for prioritizing Internet of Things challenges in Iran. Technlogy in Society. 2018; 53: 124-134.

[3] Document of fundamental transformation of education. Tehran: Supreme Council of the Cultural Revolution; 1390.  Persian.

[4] Soumyalatha, Hegde G. Study of IoT: understanding IoT architecture, applications, issues and challenges. 1st International Conference on Innovations in Computing & Networking (ICICN16), CSE, RRCE: 2016 Mar 12-13: Bengaluru, India.

[5] Asseo I, Johnson M, Nilsson B, Chalapathy N, Costello T. The internet of things: riding the wave in higher education. 2016; 51(4): 11-30.

[6] Ramlowat D, Pattanayak BK. Exploring the internet of things (IoT) in education: A review. Information Systems Design and Intelligent Applications. Advances in Intelligent Systems and Computing, vol 863. Springer, Singapore. 2019; 863: 245-255.

[7] Hollier S, Abou-Zahra S. Internet of things (IoT) as assistive technology: potential applications in tertiary education.
W4A '18: The Internet of Accessible Things: 2018 April 23 – 25: Lyon, France.

[8] Han F, Drieberg M, Mohammad Azam S, Sebastian P, Hiung L. An internet of things environmental monitoring in campus. International Conference on Intelligent and Advanced System (ICIAS): 2018 Aug 13 - 15: Kuala Lumpur, Malaysia.

[9] Lv C, Zhang JJ, Ma Y. Student attendance management system based on campus smart card platform. AMM. 2013; 321–324:3022–3025.

[10] Sandelowski M, Barroso J. Handbook for synthesizing qualitative research. New York: Springer Publishing Company Inc; 2007.

[11] Sandelowski M, Barroso J, Voils C. Using qualitative metasummary to synthesize qualitative and quantitative descriptive findings. Research in Nursing & Health. 2007; 30: 99-111.

[12] Rezaei J. Best-worst multi-criteria decision-making method.Omega. 2015; 53: 49–57.

[13] Baras K, Soares L, Lucas C, Oliveira F, Paulo N, Barros R. Supporting Students’ Mental Health and Academic Success Through Mobile App and IoT. IGI Global. IJEHMC. 2018; 9(1): 50-64.

[14] Abdel-Basset M, Manogaran G, Mohamed M, Rushdy E. Internet of things in smart education environment: Supportive framework in the decision-making process. Concurrency and Computation: Practice 7 Experience. 2018; special issue paper: 1-12.

[15] Mohamed F, Abdeslam J, Lahcen E. Towards new approach to enhance learning based on internet of things and virtual reality. LOPAL '18: Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications: 2018 May 2–5: Rabat, Morocco.

[16] Verma P, Sood S, Kalra S. Cloud-centric IoT based student healthcare monitoring framework. Springer. 2018; 9: 1293–1309.

[17] An N, Wang J, Wang H. Research and practice on innovative methods of ideological and political education for college students based on internet of things + technologies. Educational Sciences: Theory & Practice. 2018; 18(5): 2386-2393.

[18] Abuarqoub A, Abusaimeh H, Hammoudeh M, Uliyan D, Abu-Hashem M, Murad S, et al. A survey on internet of things enabled smart campus applications. ICFNDS '17: International Conference on Future Networks and Distributed Systems: 2017 July 19 – 20: Cambridge, United Kingdom.

[19] Widya Sari M, Wahyu Ciptadi P, Hardyanto R. Study of smart campus development using internet of things technology. IOP Conf. Ser.: Mater. Sci. Eng. 190: 2017: Semarang, Indonesia.

[20] Alghamdi A, Shetty S. Survey: Toward a smart campus using the internet of things. 4th International Conference on Future Internet of Things and Cloud (FiCloud): 2016 Aug 22-24: Vienna, Austria.

[21] Monti L, Prandi C, Mirri S. IoT and data visualization to enhance hyperlocal data in a smart campus context. Goodtechs '18: Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social: 2018 November 28 – 30: Bologna, Italy.

[22] Hossain I, Das D, Rashed M G. Internet of things based model for smart campus: challenges and limitations. 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2): 2019 July 11-12: Rajshahi, Bangladesh.

[23] Palanivel K. Smart education architecture using the internet of things (IoT) technology. International Journal of Management, IT & Engineering (IJMRA). 2019; 9 4(2): 1-27.

[24] Jain S, Chawla D. A smart education model for future learning and teaching using IoT. In: Senjyu T, Mahalle P.N, Perumal T, Joshi A. (eds) Information and Communication Technology for Intelligent Systems. ICTIS 2020. Smart Innovation, Systems and Technologies, vol 196. Springer, Singapore: 2020 October 30: 67-75.

[25] Sami Abd-Ali R, Abbas Radhi S, Ibrah Z. A survey: the role of the internet of things in the development of education. Indonesian Journal of Electrical Engineering & Computer Science 2020; 19(1): 215-221.

[26] Alkhammash M, Beloff N, White M. An internet of things and blockchain based smart campus architecture. In: Arai K, Kapoor S, Bhatia R.(eds) Intelligent Computing. SAI 2020. Advances in Intelligent Systems and Computing, vol 1229. Springer, Cham. 2020 July 04: 467-486.

[27] Keraf N, Mohd Noor N, Darus H, Ehkan P, Hai Kelian V. A proposal of POLIMAS smart digital campus with internet of things (IoT). Journal of Applied Science and Innovation Technology. 2020; 2(1): 1-5.

[28] Wang H. Constructing the green campus within the internet of things architecture. International Journal of Distributed Sensor Networks. 2014; 10(3): 1-8.

[29] Moreira F, Magalhães A, Ramos F, Vairinhos M. The power of the internet of things in education: An overview of current status and Potential. In: Mealha Ó, Divitini M, Rehm M.(eds) Citizen, Territory and Technologies: Smart Learning Contexts and Practices. SLERD 2017. Smart Innovation, Systems and Technologies, vol 80. Springer, Cham. 2017. p.51-63.

[30] Aldowah H, Rehman S, Ghazal S, Naufal Umar I. Internet of things in higher education: A study on future learning. The 6th International Conference on Computer Science and Computational Mathematics. (J. Phys.: Conf. Ser). 892: 2017: Langkawi, Malaysia.

[31] Said O, Albagory Y. Internet of things-based free learning system: performance evaluation and communication perspective. IETE Journal of Research. 2017; 63(1): 31-44.

[32] Majeed A, Ali M. How internet-of-things (IoT) making the university campuses smart? QA higher education (QAHE) perspective. 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC): 2018 Jan 8-10: Las Vegas, NV, USA.

[33] Wang Y, Saez B, Szczechowicz J, Ruisi J, kraft T, Toscano S, et al. A smart campus internet of things framework. 2017 IEEE 8th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference (UEMCON): 2017 Oct 19-21: New York, NY, USA.

[34] Mariappan R. Internet of things-enabled smart campus energy management and control with soft computing approach. In: Pattnaik P, Rautaray S, Das H, Nayak J. (eds) Progress in Computing, Analytics and Networking. Advances in Intelligent Systems and Computing, vol 710. Springer, Singapore. 2018 April 11: pp 481-489.

[35] Wang X. The application of the internet of things in intelligent digital campus. AMM. 2014; 543–547: 3503–6.

[36] Zhamanov A, Sakhiyeva Z, Suliyev R, Kaldykulova Z. IoT smart campus review and implementation of IoT applications into education process of university. 2017 13th International Conference on Electronics, Computer and Computation (ICECCO): 2017 Nov 28-29: Abuja, Nigeria.

[37] Han W. Research of intelligent campus system based on IOT. In: Jin D., Lin S. (eds) Advances in Multimedia, Software Engineering and Computing Vol.1. Advances in Intelligent and Soft Computing, vol 128. Springer, Berlin, Heidelberg. 2011: pp 165-169.

[38] Paul D, Chakraborty T, Kanti Datta S, Paul D. IoT and Machine Learning Based Prediction of Smart Building Indoor Temperature. 2018 4th International Conference on Computer and Information Sciences (ICCOINS). 2018 Aug 13-14: Kuala Lumpur, Malaysia.

[39] Fernández-Caramés T, Fraga-L P. Towards next generation teaching, learning, and context-aware applications for higher education: A review on blockchain, IoT, fog and edge computing enabled smart campuses and universities. Applied Sciences. 2019; 9(21): 4479.

[40] Al-Emran M, Iqbal Malik S, N. Al-Kabi M. A Survey of Internet of Things (IoT) in education: opportunities and challenges. Springer, Cham. 2019; 846: 197-209.

[41] Wahyu W, A, Saudi M. Go green technology for smart campus with IoT and student monitoring system. J Arch.Egyptol. 2021; 17(10):1309-13017.

[42] Sun B, Zhang Q, Cao S. Development and implementation of a self-optimizable smart lighting system based on learning context in classroom. International Journal of Environmental Research and Public Health. 2020; 17:1217.

[43] Rech S, Casarin S, Silva CS, Lazzaretto A. University campus and surrounding residential complexes as energy-hub: a MILP optimization approach for a smart exchange of solar energy. Energies [Internet]. 2020; 13:2919.

[44] Ane T, Billah M, Nepa T. Performance of internet of things (IoT) potential applications in education. Bangeladesh Journal of Multidiciplinary Science Research. 2020; 2(2):10-6.

[45] Liu, H. Smart campus student management system based on 5G network and Internet of Things. Microprocessors and Microsystems. 2020; 103428.

[46] Pi YB. Campus tracking system based on IoT. AMM. 2014; 599–601: 1416–1419.

[47] Prasanna S. Expanding the Learning Environment by using Internet of Things for eLearning. 2017 International Conference on Intelligent Sustainable Systems (ICISS): 2017 7-8 Dec: Palladam, India.

[48] Wakim P, Mershad K. Using internet of things in a learning management system for campus access control. 2018 International Conference on Computer and Applications (ICCA): 2018 Aug 25-26: Beirut, Lebanon.

[49] Verma P, Sood S. Internet of Things-based student performance evaluation framework. Behaviour & Information Technology. 2018; 37(2): 102-119..

[50] Lin Y, Chen L, Shieh M, Lin Y, Yen T. Campus talk: IoT devices and their interesting features on campus applications. IEEE Access. 2018; 6: 26036-26046

[51] Xiuping W. Application of IOT technologies in campus security system. Academy of Management Review. 2011;268–270:1884–1887.

[52] Alalade A, Ejemeyovwi J, Ekong E, Adeyemo D. Internet of Things as a tool for enhancement of education administration and delivery. International Journal of Mechanical Engineering and Technology. 2019; 10(5): 48-62.

[53] Safi’ie M, Hartono R, Pratama G. The development of student attandance system using RFID and Internet of Things (IoT) technology. IOP Conf. Ser.: Mater. Sci. Eng: 2018 October 15–16 : Solo Paragon Hotel, Indonesia.

[54] Karbari S, Dhanne B. Practical design and implementation of smart campus on IoT platform. The International Journal of Analytical and Experimental Modal Analysis. 2019; 11(9): 3857- 3864.

[55] Abdullah A, Thanoon M, Alsulami A. Toward a Smart Campus Using IoT: Framework for Safety and Security System on a University Campus. Advances in Science, Technology and Engineering Systems Journal. 2019; 4(5): 97-103.

[56] Jie G, Yi H. Research on target location technology of campus video surveillance system based on WBAN and Internet of. 13th EAI International Conference on Mobile Multimedia Communications, Mobimedia: 2020 August 27-28 : Cyberspace.

[57] Khairudin M, Syarif D. Attadance system in the teaching and learning process using RFID smart cards. Journal of Physics: Conference Series: 2019 September 14–15: Eastparc Hotel Yogyakarta, Yogyakarta, Indonesia.

[58] Kaleem Khan N, Alnatsheh E, Abubakar Rasheed R, Yadav A, Alansari Z. A quantitative case study in WSNs: design and implementation of student smart ID card. International Conference on Computing, Electronics & Communications Engineering (iCCECE): 2020 Aug 17-18: Southend, UK.

[59] Faritha Banu J, Revathi R, Suganya M, Gladiss MerlinN R. IoT based cloud integrated smart classroom for smart and a sustainable campus. Procedia Computer Science. 2020; 172: 77-81.

[60] Zhou Z, Yu H, Shi H. Optimization of wireless video surveillance system for smart campus based on Internet of Things. IEEE Access. 2020; 8: 136434-136448.

[61] Verma P, Sood S K, Kalra S. Smart computing based student performance evaluation framework for engineering education. Computer Appliations Engineering Education. 2017; 25(6): 977-991.

[62] Yang Y, Yu K. Construction of distance education classroom in architecture specialty based on internet of things technology. International Journal of Emerging Technologies in Learning. 2016; 11(5): 56-61.  

[63] Xiliang P, Xin W, Yafei W, Mengkun L. Internet of Things based education: definition, benefits, and challenges. Applied Mechanics & Materials. 2013; 411–414:2947–2951.

[64] Gomez J, Huete J, Hoyos O, Perez L, Grigori D. Interaction system based on Internet of Things as support for education. Procedia Computer Science. 2013; 21: 132-139.

[65] Ueda T, Hayashida M. Assisting students’ health consciousness with IoT wearable devices. IEEE Region 10 International Conference TENCON: 2018 Oct 28-31: Jeju, Korea (South).

[66] ur Rahman M, Himanshi Deep V, Rahman S. ICT and internet of things for creating smart learning environment for students at education institutes in India. 2016 6th International Conference - Cloud System and Big Data Engineering (Confluence): 2016 Jan 14-15: Noida, India.

[67] Atabekov A. Student research abstract: Internet of Things-based smart classroom environment. 31st Annual ACM Symposium on Applied Computing (SAC '16). Association for Computing Machinery: 2016 April 4 – 8: Pisa, Italy.

[68] Nie X. Research on smart campus based on cloud computing and Internet of Things. AMM. 2013; 380–384:1951–4.

[69] He J, Lo D, Xie Y, Lartigue J. Integrating Internet of Things (IoT) into STEM undergraduate education: Case study of a modern technology infused courseware for embedded system course. 2016 IEEE Frontiers in Education Conference (FIE): 2016 Oct 12-15: Erie, PA, USA.

[70] Singh M, Kharat M. A proposed system for security in campuses using IoT platform: A case study of a women’s university. 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (CTCEEC): 2017 Sep 8-9 : Mysore, India.

[71] Lin Y-B, Lin Y-W, Hsiao C-Y, Wang S-Y. Location-based IoT applications on campus: The IoT talk approach. Pervasive and Mobile Computing. 2017; 40: 660-673.

[72] Ameri Sianaki O, Yousefi A, Rajabian Tabesh A, Mahdavi M. Internet of everything and machine learning applications: issues and challenges. 2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA): 2018 May 16-18: Krakow, Poland.

[73] Asnawi R, Nugraha A, Hertanto D, Surwi F. Development and testing of microcontroller-based learning media for the internet of things lab work. 2019 J. Phys.: Conf. Ser. 1413: 2019 14 September: Yogyakarta, Indonesia.

[74] Sutjarittham T, Habibi Gharakheili H, Kanhere S, Sivaraman V. Experiences with IOT and AI in a smart campus for optimizing classroom usage. IEEE Internet of Things Journal. 2019; 6(5): 7595-7607.

[75] Kustija J, Hakim D, Hasbullah H. Development of Internet of Things (IoT) based learning media in efforts to improve student skills at the industrial revolution era 4.0. 2020 IOP Conference Series Materials Science and Engineering:  2020; Bandung, Indonesia.

[76] Aliari S, Nasri A, Nejad M, Haghani A. Toward sustainable travel: An analysis of campus bikeshare use. Transportation Research Interdisciplinary Perspectives. 2020; 6: 100162.

[77] Holland B. Student engagement and smart spaces: Library browsing and internet of things technology. Emerging Trends and Impacts of the Internet of Things in Libraries edited by Barbara Holland, IGI Global: 2020: 52-70.

[78] Guo H, Li J. Research on the application of intelligent campus supermarket system-- based on the Internet of Things (IOT) technology. 2014 Seventh International Symposium on Computational Intelligence and Design: 2014 Dec 13-14: Hangzhou, China.

[79] Montesines Nagayo A, Vega E, Al Maqbali O, Al Farsi A, Jamisola Jr R. A smart and solar-powered solid waste segregator with cloud-based wireless monitoring system in a school campus. BIUST Research and Innovation Symposium 2019 (RDAIS 2019): 2019 June 4 - 7: Palapye, Botswana.

[80] Asyikin A, A. Syahidi A, Subandi. Design and implementation of different types of smart dustbins system in smart campus environments. International Joint Conference on Science and Engineering (IJCSE 2020): 2020 3 October: Surabaya, Indonesia.

[81] Ajazmoharkan Z, Choudhury T, Chand Gupta S, Raj G. Internet of Things and its applications in E-learning. 2017 3rd International Conference on Computational Intelligence & Communication Technology (CICT): 2017 Feb 9-10: Ghaziabad, India.

[82] Bai H, Zhang Q. English smart classroom teaching system based on 5 network and internet of things. Microprocessors and Microsystems. 2020; 103421.

[83] Murad R, Hussin S, Hanafizah Yaacob M, Ahmad A. Mobile service delivery mechanism in smart education: conceptual framework. International Journal of Academic Research in Business and Social. 2019; 9(2): 1242 – 1253.

[84] Cheng L, Zhenhua L. Research on smart mobile classroom design from the perspective of game learning — taking preschool education major of distance education as an example. Education Journal. 2019; 8(6): 349-353.

[85] Bello R-W, Akpojaro J. Application of social networking and cloud-based services to smart education. International Journals of Advanced Research in Computer Science and Software Engineering. 2019; 9(1): 6-13.  

[86] Xiao J, Qi W, Hou Q. A practical study of smart education in college English teaching. Advances in Social Science, Education and Humanities Research. 2019; 350:8-11.

[87] Muhammad Khan D, Yaqoob I, Akhtar N. Smart education with smart phones: A case study of Bahawalpur. Global Regional Review (GRR). 2019; 4(2): 215-223.

[88] Murad R, Hussin S, Miserom S, Yaacob m, Hanafiah Q. Service delivery mechanism in smart education by using m-reminders & notesApp.2019.

[89] Agbo F.J, Oyelere S.S. Smart Mobile Learning Environment for Programming Education in Nigeria: Adaptivity and Context-Aware Features.(eds) Intelligent Computing. CompCom 2019. Advances in Intelligent Systems and Computing, Springer, Cham. 2019; 998: 1061-1077.

[90] Costa R. iPhone, iResearch. Exploring the use of smart phones in the teaching and learning of visual qualitative methodologies. Journal of Visual Literacy. 2019; 38(1-2): 153-162.

[91] Saraubon K. Learning Media Repository and Delivery System for Smart Classroom using IoT and Mobile Technologies. Int. J. Interact. Mob. Technol. [Internet]. 2019 Feb; 223(02): pp 66-77.

[92] DING Y, LI Y, CHENG L. Application of internet of things and virtual reality technology in college physical education. IEEE. 2020; 8: 96065-96074.

[93] Amin R. u, Inayat I, Shazad B. Wearable learning technology: A smart way to teach elementary school students. 2015 12th Learning and Technology Conference: 2015 April 12-13: Jeddah, Saudi Arabia.

[94] Liang J-M, Su W-C, Chen Y-L, Wu S-L, Chen J-J. Smart Interactive Education System Based on Wearable Devices. Sensors [Internet]. 2019; 19(15):3260.

[95] Hsi-Jen Yeh J, Bartholio C, Shackleton E, Costello L, Perera M, Yeh K, et al. Environmentally embedded internet-of-things for secondary and higher education. 2020 3rd International Conference on Information and Computer Technologies (ICICT): 2020 March 9-12: San Jose, CA, USA.

[96] Koutromanos G, Kazakou G. The use of smart wearables in primary and secondary education: A systematic review. Themes in e-Learning. 2020; 13(13): 33-55.

[97] Wang YP. The research of wisdom campus construction and development based on internet of things. AMR. 2014; 989–994:5439–5443.

[98] Domınguez F, Ochoa X. Smart objects in education: An early survey to assess opportunities and challenges. 2017 Fourth International Conference on eDemocracy & eGovernment (ICEDEG): 2017 April 19-21: Quito, Ecuador.

[99] Ullon H, Zambrano D, Domınguez F. Smart objects for engineering labs: boosting exploratory learning in higher education. 2017 Twelfth Latin American Conference on Learning Technologies (LACLO): 2017 Oct 9-13: La Plata, Argentina.

[100] Blaga M, Rădulescu IR, Van Langenhove L, Stjepanovič Z, Dias A, Dufkova P. Smart education for smart textiles. In: AUTEX 2019, 19th World Textile Conference on Textiles at the Crossroads. Ghent: Autex; 2019.

[101] Agustina M.D. Internet of things and religious understanding of student faculty of mathematics and natural sciences of Lambung Mangkurat University. Prosiding Seminar Nasional Lingkungan Lahan Basah: 2020 April 1-6: Banjarbaru.

[102] Martillano D. A., Chowdhury A. F., Dellosa J. C., Murcia A. A., Mangoma R. J. PINDOTS: An assistive six-dot braille cell keying device on basic notation writing for visually impaired students with IoT technology. ICEEL 2018: 2018 2nd International Conference on Education and E-Learning: 2018 November 5-7: Bali, Indonesia.

[103] AlAbri H. A, AlWesti A. M, AlMaawali M. A, AlShidhani A. A. NavEye: Smart guide for blind students. 2014 Systems and Information Engineering Design Symposium (SIEDS): 2014 April 25-25: Charlottesville, VA, USA.

[104] Farhan M, Jabbar S, Aslam M, Hammoudeh M, Ahmad M, Khalid S, et al. IoT-based student’s interaction framework using attention-scoring assessment in eLearning. Generation Computer Systems. 2017; 79(3): 909-919.

[105] Vihervaara J, Alapaholuoma T. Internet of things: opportunities for vocational education and training presentation of the pilot project. 9th International Conference on Computer Supported Education (CSEDU 2017): 2017 April 21-23: Porto, Portugal.

[106] Marquez J, Villanueva J, Solarte Z, Garcia A. IoT in Education: Integration of objects with virtual academic communities. Advances in Intelligent Systems and Computing.Springer, Cham. 2016; 444: 201-212.

[107] Yamada M, Oda T, Matsuo K, Barolli L. Design of an IoT-based e-learning testbed. 30th International Conference on Advanced Information Networking and Applications Workshops (WAINA):2016 March 23-25: Crans-Montana, Switzerland.

[108] Fahim M, Ouchao B, Jakimi A, El Bermi L. Application of a non-immersive VR, IoT based approach to help moroccan students carry out practical activities in a personal learning style. Future Internet. 2019; 11(1):11.

[109] Kang D, Kang K, Lee H, Jung J, Bae C, Lee J. A smart class system based on SoD (System on-Demand) Technology. 2012 IEEE 16th International Symposium on Consumer Electronics: 2012 June 4-6: Harrisburg, PA, USA.

[110] Kim P. Ambient intelligence in a smart classroom for assessing students’ engagement levels. Journal of Ambient Intelligence & Humanied Computing. 2019; 10: 3847-3852.

[111] Hwang J, Choi H. Influence of smart devices on the cognition and interest of underprivileged students in smart education. Indian Journal of Science and Technology. 2016; 9(44):4.

[112] Cheng H, Liao W. Establishing a lifelong learning environment using IOT and learning analytics. 2012 14th International Conference on Advanced Communication Technology (ICACT): 2012 Feb 19-22: PyeongChang, Korea (South).

[113] Songsom N, Nilsook P, Wannapiroon P, Chun Che Fung L, Wong K. System design of a student relationship management System Using the internet of things to collect the digital footprint. International Journal of Information and Education Technology. 2020; 10(3): 222-226.

[114] Villegas-Ch W, Palacios-Pacheco X, Román-Cañizares M. An internet of things model for improving process management on university campus. Future Internet. 2020; 12(10):162.

[115] Zhong C, Li Y. Internet of things sensors assisted physical activity recognition and health monitoring of college students. Measurement. 2020; 159: 107774.

[116] Malhotra R, kumar D, Guptac D. An android application for campus information system. Procedia Computer Science. 2020; 172: 863-868.

[117] Chen L, Chen T, ChenD, Liu J, Tsai M. Smart campus care and guiding with dedicated video footprinting through internet of things technologies. IEEE Access. 2018; 6: 43956-43966.

[118] Koshy R, Shah N, Dhodi M, Desai A. IOT based information dissemination system in the field of education. 2017 2nd International Conference for Convergence in Technology (I2CT): 2017 April 7-9: Mumbai, India.

[119] Khaleel A, Yussof S. An investigation on the viability of using IOT for student safety  and attendance monitoring in IRAQ primary schools. Journal of Theoretical and Applied Information Technology (JATIT & LLS). 2016; 85(3): 394-402.

[120] Park J, An K, Kim D, Choi J. Multiple human tracking using multiple kinects for an attendance check system of a smart class. 10th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI):2013 Oct 30 - Nov 2: Jeju, Korea (South).  

[121] Chin J, Callaghan V. Educational living labs; A novel internet-of-things based approach to teaching and research. 2013 9th International Conference on Intelligent Environments: 2013 July 16-17: Athens, Greece.

[122] Takpor T, Atayero A. Integrating internet of things and health solutions for students’ healthcare. Proceedings of the World Congress on Engineering (WCE): 2015 July 1-3: London, U.K.

[123] Verma P, Sood S. K. A comprehensive framework for student stress monitoring in fog-cloud IoT environment: m-health perspective. Med Biol Eng Comput. 2019; 57: 231–244.

[124] Verma P, Sood S. Internet of things-based student performance evaluation framework. Behaviour & Information Technology. 2018; 73(2):102-119.

[125] Njeru A. M, Omar M S, Yi S, Paracha S, Wannous M. Using IoT technology to improve online education through data mining. 2017 International Conference on Applied System Innovation (ICASI): 2018 May 13-17: Sapporo, Japan.

[126] Rachman F A, Putrada A G, Abdurohman M. Distributed campus bike sharing system based-on internet of things (IOT). 2018 6th International Conference on Information and Communication Technology (ICoICT): 2018 May 3-5: Bandung, Indonesia.

[127] Mjoli S. Exploring the use of IoT and Blockchain Technology in a Third Generation Bicycle Sharing Platform within a Smart University Campus. [Bachelor of Science (Honours)]. Grahamstown, South Africa: of Rhodes University; 2019.

[128] Di L. The Internet-of-things framework for campus-vehicle early warning. 2012 IEEE Symposium on Robotics and Applications (ISRA): 2012 June 3-5: Kuala Lumpur, Malaysia.

[129] Feng X, Zhang J, Chen J, Wang G, Zhang L, Li R. Design of intelligent bus positioning based on internet of things for smart campus. IEEE. 2018; 6: 60005-60015.

[130] Debenham L. Creating a Smart University Bus App Using IoT Devices and Student Data. England: University of Portsmouth; 2020.

[131] Singh J J, Ravi N N, Krishnan P S. IOT based parking sensor network for smart campus. International Journal of Engineering & Technology. 2018; 7(4.35): 26-34.

[132] Silva FC A. Ahmed M, Martínez JM, Kim Y-C. Design and Implementation of a Blockchain-Based Energy Trading Platform for Electric Vehicles in Smart Campus Parking Lots. Energies [Internet] 2019; 12(24):4814.

[133] Anshar M, Sadjad R, Dewiani Hanan M, Prayudha R, Abry M. Design and Implementation Monitoring and Booking Systems for Smart Parking at Engineering Faculty Campus. IOP Conf. Ser.: Mater. Sci. Eng. 2019 September 24-25 : South Sulawesi, Indonesia.

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