Scopus Indexed Publications
Paper Details
- Title
-
Analyzing the Cause of Students Reluctant to Participate in the Classroom: Machine Learning Approach
- Author
-
Majharul Islam,
Md. Abu Bakkar Siddik,
Md. Sanzidul Islam,
Sadia Sultana Sharmin Mousumi,
- Email
-
majharul35-1846@diu.edu.bd
- Abstract
-
in the twenty-first century,
seems many students are reluctant to participate in classroom matters
day by day. Some days ago, a course teacher is providing a lecture, on
the most important topics that will be implemented in every step in life
that class majority students were nonexistent. We got motivation why
it’s happened and find out a lot of reasons behind uninterested in class
after interrogation. Who are belonging age range 20-25, most of the
time they face an obstacle and suffer and other teenagers. The
fundamental purpose of this research to take action based on behind
reasons, so that students can move in classroom learning matters. In
this article, solve will be described and how to motivate students. Then
it will be much helpful and far informative for teacher, students,
guardians and also education specialist [8]. In this research shown
causes, and also recommended how to overcome and solve those reluctant
and spread knowledge and enlighten the nation. The aim of the research
to help and inform provide to students avoid his/her predicted absent in
classroom using Machine learning, particularly we used Liner Algorithm.
Then, students will participate in classroom lectures as well as social
activity and world would be more peaceful. This research achieved more
than the accuracy of 95.9%.
- Keywords
-
Machine Learning, Academia, Student Behavior
- Journal or Conference Name
- 2021 10th International Conference on System Modeling & Advancement in Research Trends (SMART)
- Publication Year
-
2021
- Indexing
-
scopus