Journal of Software Engineering and Applications

Volume 14, Issue 3 (March 2021)

ISSN Print: 1945-3116   ISSN Online: 1945-3124

Google-based Impact Factor: 1.22  Citations  h5-index & Ranking

Development and Analysis of a Machine Learning Based Software for Assisting Online Classes during COVID-19

HTML  XML Download Download as PDF (Size: 988KB)  PP. 83-94  
DOI: 10.4236/jsea.2021.143006    443 Downloads   1,813 Views  Citations

ABSTRACT

Amid the Covid-19 widespread, it has been challenging for educational institutions to conduct online classes, facing multiples challenges. This paper provides an insight into different approaches in facing those challenges which includes conducting a fair online class for students. It is tough for an instructor to keep track of their students at the same time because it is difficult to screen if any of the understudies within the class are not present, mindful, or drowsing. This paper discusses a possible solution, something new that can offer support to instructors seeing things from a more significant point of view. The solution is a facial analysis computer program that can let instructors know which students are attentive and who is not. There’s a green and red square box for face detection, for which Instructors can watch by seeing a green box on those mindful students conjointly, a red box on those who are not mindful at all. This paper finds that the program can automatically give attendance by analyzing data from face detection. It has other features for which the teacher can also know if any student leaves the class early. In this paper, model design, performance analysis, and online class assistant aspects of the program have been discussed.

Share and Cite:

Ghani, T. , Jahan, N. , Khan, M. , Rahman, S. and Islam, S. (2021) Development and Analysis of a Machine Learning Based Software for Assisting Online Classes during COVID-19. Journal of Software Engineering and Applications, 14, 83-94. doi: 10.4236/jsea.2021.143006.

Cited by

[1] Problems and Prospects of Using Remote Learning Technologies in Different Countries
New Realities, Mobile …, 2022
[2] Practice of big data and artificial intelligence in epidemic surveillance and containment
Intelligent Medicine, 2022
[3] Attentiveness Recognition System for Online Classes using OpenCV
2022 2nd International …, 2022
[4] Development of A Web Based Covid Portal and Marketplace
2021 IEEE 12th …, 2021
[5] Research and Development of Virtual Reality Application for Teaching Medical Students
2021 12th International …, 2021
[6] Effect of COVID-19 on Medical Intern Students: Bangladesh Perspective
2021 IEEE 12th Annual …, 2021
[7] Impact of Covid-19 on University Final Year Internship Students
2021
[8] Performance Analysis of Machine Learning Techniques for Wind Speed Prediction
2021 12th International …, 2021

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.