Volume 5, Issue 4, July 2020, Page: 72-75
IoTs for Data Collection and Trends Prediction of Online Learning Courses
Alexander Muriuki Njeru, Department of Computer Informatics, University of Szeged, Szeged, Hungary
Received: Oct. 29, 2019;       Accepted: Dec. 13, 2019;       Published: Sep. 14, 2020
DOI: 10.11648/j.mcs.20200504.11      View  134      Downloads  52
Abstract
The rapid growth of educational data mining (EDM) is an emerging field in the academic world of research and studies focusing on collection, archiving, and analysis of data related to delivery methodology, quality of materials and student learning and assessment. The information analyzed informs the learning institution on how to improve learning experiences and how to run the institutional effectively. The people responsible for making decisions in the learning institution will able to make informed data-driven decisions. This paper explores the value of the Internet of Things (IoT) in capturing and mastering massive data for online courses to assess and identify typical learning scenarios for learners. We hope this would be a useful instrumental tool for the range of approaches in education institutions to help their struggling learners to succeed in the academic field.
Keywords
Internet of Things (IoT), ICT, Sensors, IoE, Big Data Mining, Data-Driven Decision Making, E-learning
To cite this article
Alexander Muriuki Njeru, IoTs for Data Collection and Trends Prediction of Online Learning Courses, Mathematics and Computer Science. Vol. 5, No. 4, 2020, pp. 72-75. doi: 10.11648/j.mcs.20200504.11
Copyright
Copyright © 2020 Authors retain the copyright of this article.
This article is an open access article distributed under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Reference
[1]
American Association of School Administrators. (2002). Using data to improve schools, 70. https://doi.org/10.1017/CBO9781107415324.004.
[2]
Chaouchi, H. (2010). The Internet of Things. ISTE Ltd and John Wiley & Sons, Inc.
[3]
Dede, C., Ho, A., & Mitros, P. (2016). Big Data. Analysis in Higher Education: Promises and Pitfalls. Retrieved from http://er.educause.edu/articles/2016/8/big-data-analysis-in-higher-education-promises-and-pitfalls.
[4]
Hassanalieragh, M., Page, A., Soyata, T., Sharma, G., Aktas, M., Mateos, G. … Andreescu, S. (2015). Health Monitoring and Management Using Internet- of-Things (IoT) Sensing with Cloud-Based Processing: Opportunities and Challenges. Proceedings-2015 IEEE International Conference on Services Computing, SCC 2015, 285–292. https://doi.org/10.1109/SCC.2015.47.
[5]
Hopgood, S. (2015). Key issues on education in Africa, pp. 16–18. Retrieved from http://www.thisisafricaonline.com/News/Key-issues-on-education-in-Africa?ct=true.
[6]
Michelle Selinger, Ana Sepulveda, J. B. (2013). Education and the Internet of Everything. Retrieved from http://www.cisco.com/c/dam/en_us/solutions/industries/docs/education/education_internet.pdf.
[7]
Mongkhonvanit, P., Dieu, V. N., & Linden, N. Van. Der. (2015). Applications of Internet of Things in E-Learning, 23 (3), 1–4. Retrieved from http://www.ijcim.th.org/past_editions/2015V23N3/23n3Page1.pdf.
[8]
Peters, J. (2016). What will be the impact of IoT on education? Retrieved from http://www.geektime.com/2016/03/07/what-will-be-the-impact-of-iot-on-education / http://www.gartner.com/newsroom/id/3165317.
[9]
Schaack, A. Van. (2009). Livescribe in K-12. Education: Research Support, (March). Retrieved from https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=7&cad=rja&uact=8&ved=0ahUKEwiw0dSDg83QAhWLurwKHREFC14QFghFMAY&url=https://www.livescribe.com/en-us/media/pdf/education/Livescribe_K-12_Research_Support.pdf&usg=AFQjCNG_Iunn8_EGDG7ckdNvBzQc6B72d.
[10]
10. Shepard, L. a. (2000). The role of classroom assessment in teaching and learning. Assessment, 95064 (310), 1–12. https://doi.org/10.1007/s11104-008-9783-1.
[11]
Taamallah, A., & Khemaja, M. (2015). Providing pervasive Learning eXperiences by Combining Internet of Things and e-Learning standards, 16, 1–12. Retrieved from http://revistas.usal.es/index.php/revistatesi/article/viewFile/eks201516498117/13774.
[12]
Vermesan, O., & Friess, P. (n. d.). Internet of Things-From Research and Innovation to. Retrieved from http://www.internet-of-things-research.eu/pdf/IoT-From%20Research%20and%20Innovation%20to%20Market%20Deployment_IERC_Cluster_eBook_978-87-93102-95-8_P.pdf.
[13]
Ardrone 2. parrot.com, “Technical specifications State of the art technology”.
[14]
J. B. Michelle Selinger, Ana Sepulveda, “Education and the Internet of Everything,” 2013.
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