Machine learning algorithm for student's performance prediction

HMR Hasan, AKMSA Rabby, MT Islam… - 2019 10th …, 2019 - ieeexplore.ieee.org
Student performance prediction is very important to understand a student progress rate. It is
said thatPrevention is better than the cure'. In this Research, we are trying to find out …

Student performance prediction and classification using machine learning algorithms

B Sekeroglu, K Dimililer, K Tuncal - Proceedings of the 2019 8th …, 2019 - dl.acm.org
For a productive and a good life, education is a necessity and it improves individuals' life
with value and excellence. Also, education is considered a vital need for motivating self …

Student academic performance prediction using educational data mining

DK Arun, V Namratha, BV Ramyashree… - 2021 International …, 2021 - ieeexplore.ieee.org
The field of Educational Data Mining concentrates on prediction more often as compared to
generating exact results for future purpose. In order to keep track of the changes occurring in …

A review on machine learning based student's academic performance prediction systems

R Katarya, J Gaba, A Garg… - … Conference on Artificial …, 2021 - ieeexplore.ieee.org
Prediction of academic performance of students beforehand provides scope to universities
to lower their dropout rate and help the students in improving their performance. In this field …

An efficient approach for multiclass student performance prediction based upon machine learning

A Jain, S Solanki - 2019 international conference on …, 2019 - ieeexplore.ieee.org
The field of educational data mining has enabled the researchers, educators to predict the
student's pass rate, failure rate, dropout rate etc. The main reason for dropouts of the student …

Predicting student's performance using machine learning methods: A systematic literature review

Y Baashar, G Alkawsi, N Ali… - … on Computer & …, 2021 - ieeexplore.ieee.org
Student's performance is a success factor in higher education institutions. The excellent
record of academic achievements raises the institution's ranking as one of the criteria for a …

Machine learning approach for student academic performance prediction

S Rai, KA Shastry, S Pratap, S Kishore… - … Intelligence: Frontiers in …, 2021 - Springer
The assessment in outcome-based learning is very vital. A significant approach toward
measuring the student performance is required. Nowadays, the amounts of data that are …

Comparative study of supervised learning algorithms for student performance prediction

M Mohammadi, M Dawodi… - … in Information and …, 2019 - ieeexplore.ieee.org
With huge amount of data in diverse technological areas, and generating such kinds of data
rapidly, it needs for proper usage; therefore, Data Mining has emerged. Data Mining can …

Machine learning-based model for prediction of student's performance in higher education

A Garg, UK Lilhore, P Ghosh, D Prasad… - 2021 8th International …, 2021 - ieeexplore.ieee.org
During the pandemic time, most students are learning in online mode without any physical
interaction with a trainer. In this pandemic time, in the absence of physical interaction with …

Predicting students' academic performance through supervised machine learning

ES Bhutto, IF Siddiqui, QA Arain… - … on Information Science …, 2020 - ieeexplore.ieee.org
There are many supervised and unsupervised types of machine learning approaches that
are used to extract hidden information and relationship between data, which will eventually …