Abstract
Digitalization is growing like never and e-learning is a major part of it. Over the last decade, a significant growth has been seen in e-learning. The advancements and innovations in technology have created the option of distance learning for people which incorporates different mediums of learning, e.g., video tutorials, slideshows, etc. Moreover, ever since the COVID-19 pandemic has started, the concept of online classes has become an integral part of many people. This coronavirus has compelled to cease the normal functioning of schools, colleges, and universities, and thus, the use of online learning has enhanced. The objective of this work is to develop a robust virtual platform for the students which would work as an alternative for the offline college classes. Many analysis techniques have been incorporated for teachers to evaluate the students’ performance and also to classify them according to the special skills and abilities they possess. We have used J2EE technologies and Bootstrap framework while developing the system. MySQL is used for the database requirement. This system would help the students and teachers to manage their daily study pattern. Most importantly, it gives the benefit of studying at your own pace, anytime, and anywhere.
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References
Muhammad ABA, Nina KM, Juliana J, Norlida B (2017) Design and implementation of an online education and evaluation system. In: The IEEE 9th international conference on engineering education (ICEED), Kanazawa, Japan, November 9–10
Abdallah M, Mohammad NI, Ali BN, Hanan L, Abdallah S (2018) E-Learning: challenges and research opportunities using machine learning and data analytics. IEEE Access 6:39117–39138
Juan AL, Shadi A, Sonia P (2019) Special issue on the current trends in E‐learning assessment. In: Springer Science+Business Media, LLC, part of Springer Nature
Jaccard index https://en.wikipedia.org/wiki/Jaccard_in
Tripathi A, Singh S (2017) A literature review on algorithms for the load balancing in cloud computing environments and their future trends. Math Comput Model 21(1):64–73
Kumar V, Kumar R, Singh J (2017) An efficient and secure RSA-based certificateless signature scheme for wireless sensor networks. Int J Trust Managem Comput Commun 4(1):17–35
Kumar V, Kumar R (2015). A cooperative black hole node detection and mitigation approach for MANETs. In: International conference for information technology and communications. Springer, Cham, pp 171–183
Tripathi AM, Singh S (2017) EEEMRP: extended energy efficient multicast routing protocol for MANET. In: International conference on information and communication technology for intelligent systems. Springer, Cham, pp 473–481
Kumar S, Krishna CR, Solanki AK (2017) A survey on security architecture and key management systems in a wireless sensor network. Int J Comput Sci Netw Secur (IJCSNS) 17(4):263
Singh B, Bansal A, Kumar S, Garg A (2010) Analysis for power control and security architecture for wireless ad-hoc network. In: International conference on contemporary computing. Springer, Berlin, Heidelberg, pp 205–216
Kumar S, Krishna CR, Solanki AK (2017) Error prone transmission system to resist data loss in a wireless sensor network. Int J Comput Netw Inform Secur (IJCNIS) I(11):17–26
Kumar S, Krishna CR, Solanki AK (2018) A technique to resolve data integrity and confidentiality issues in a wireless sensor network. In: 2018 8th international conference on cloud computing, data science and engineering (Confluence). IEEE, pp 183–188
Kumar V, Kumar R (2015) An adaptive approach for detection of blackhole attack in mobile ad hoc network. Proc Comput Sci 48:472–479
Java class library https://en.wikipedia.org/wiki/Java_Class_Library
MySQL client library driver for Oracle. https://docs.oracle.com/database/121/DRDAA/mysql_driver.htm#DRDAA29191
Apache Lucene Core libray https://lucene.apache.org/core/8_7_0/core/index.html
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Kumar, S., Tripathi, A.M., Bhatia, H., Kaur, G., Aggarwal, D., Chauhan, D. (2022). Design and Implementation of e-learning Platform Using Data Analysis. In: Mahapatra, R.P., Peddoju, S.K., Roy, S., Parwekar, P., Goel, L. (eds) Proceedings of International Conference on Recent Trends in Computing . Lecture Notes in Networks and Systems, vol 341. Springer, Singapore. https://doi.org/10.1007/978-981-16-7118-0_7
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DOI: https://doi.org/10.1007/978-981-16-7118-0_7
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