Factors for Academic Performance Prediction

L Zhang, KF Li - Web, Artificial Intelligence and Network Applications …, 2020 - Springer
Education is an important part of everyone's life all over the world. Many institutions have
started to use scientific methods to make policies and decisions, giving rise to the research …

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 …

A Relative Analysis of Data Mining Approaches for Student's Academics Performance Prediction

S Kumar, B Ahuja - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
Data is exploding as a result of technological innovation. Consequently, there has been a
perceived need for enhanced analytical tools that can aid in the extraction of pertinent data …

Academic performance prediction using machine learning: A comprehensive & systematic review

P Chakrapani, D Chitradevi - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Educational Institutions face numerous challenges today in providing quality and student-
centric education to students. Despite the huge volume of data available with educational …

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 …

[PDF][PDF] A systematic literature review on student performance predictions

H Nawang, M Makhtar, WM Hamzah - International Journal of …, 2021 - researchgate.net
Prediction of student performance in educational institutions is a major topic of debate
among researchers in efforts to improve teaching and learning. Effective prediction …

Predicting student academic performance at higher education using data mining: A systematic review

SA Alwarthan, N Aslam, IU Khan - … Intelligence and Soft …, 2022 - Wiley Online Library
Recently, educational institutions faced many challenges. One of these challenges is the
huge amount of educational data that can be used to discover new insights that have a …

A review on student performance prediction using educational data mining and artificial intelligence

PS Pawar, R Jain - 2021 IEEE 2nd International Conference on …, 2021 - ieeexplore.ieee.org
Predicting student's performance helps all stakeholders of education system to plan and
take appropriate measures. Increase in the number of higher educational institutes and …

PREDICTING STUDENT ACADEMIC PERFORMANCE: A COMPREHENSIVE RESEARCH STUDY

G Zunjani, VK Swarnkar - International Journal of Futuristic …, 2023 - journal.inence.org
Predicting student academic performance is a crucial area of research in the field of
education. This paper presents a comprehensive study on student academic performance …

A review on predictive modeling technique for student academic performance monitoring

M Asiah, KN Zulkarnaen, D Safaai… - MATEC Web of …, 2019 - matec-conferences.org
Despite of providing high quality of education, demand on predicting student academic
performance become more critical to improve the quality and assisting students to achieve a …