[PDF][PDF] A Comparative study of predicting student's performance by use of data mining techniques

A Ashraf, S Anwer, MG Khan - American Scientific Research …, 2018 - researchgate.net
Educational systems need innovative ways to improve quality of education to achieve the
best results and decrease the failure rate. Educational Data Mining (EDM) has boomed in …

[PDF][PDF] Student's performance prediction using deep learning and data mining methods

J Sultana, MU Rani, MAH Farquad - Int. J. Recent Technol. Eng, 2019 - researchgate.net
Educational organizations are unique and play utmost significant role for the development of
any country. As Education transforms the lives of individuals, families, communities …

[PDF][PDF] Early prediction of students performance using machine learning techniques

A Acharya, D Sinha - International Journal of Computer Applications, 2014 - academia.edu
ABSTRACT In recent years Educational Data Mining (EDM) has emerged as a new field of
research due to the development of several statistical approaches to explore data in …

Predicting student performance in higher education institutions using decision tree analysis

A Hamoud, AS Hashim, WA Awadh - International Journal of …, 2018 - papers.ssrn.com
The overall success of educational institutions can be measured by the success of its
students. Providing factors that increase success rate and reduce the failure of students is …

[PDF][PDF] Predicting student performance: a statistical and data mining approach

V Ramesh, P Parkavi, K Ramar - International journal of computer …, 2013 - researchgate.net
Predicting the performance of a student is a great concern to the higher education
managements. The scope of this paper is to identify the factors influencing the performance …

[PDF][PDF] A decision tree algorithm pertaining to the student performance analysis and prediction

M Pandey, VK Sharma - International Journal of Computer …, 2013 - academia.edu
Growth of an educational institute can be measured in terms of successful students of the
institute. The analysis related to the prediction of students academic performance in higher …

[PDF][PDF] Systematic review of predicting student's performance in academics

M Kumar, YK Salal - Int. J. of Engineering and Advanced Technology, 2019 - academia.edu
Data mining (DM) gaining popularity due to its advantages in the educational environment.
Most of the educational institution, now a day applied these techniques to make …

[PDF][PDF] Predicting student performance by using data mining methods for classification

D Kabakchieva - Cybernetics and information technologies, 2013 - sciendo.com
Data mining methods are often implemented at advanced universities today for analyzing
available data and extracting information and knowledge to support decision-making. This …

[PDF][PDF] The application of data mining for predicting academic performance using k-means clustering and naïve bayes classification

ZM Ali, NH Hassoon, WS Ahmed… - International Journal of …, 2020 - researchgate.net
Data Mining is a multidisciplinary analyzing process that concentrating to extract and
discover useful knowledge from data and information. The field of high education …

[PDF][PDF] Literature survey on student's performance prediction in education using data mining techniques

M Kumar, AJ Singh, D Handa - International Journal of Education …, 2017 - academia.edu
One of the most challenging tasks in the education sector in India is to predict student's
academic performance due to a huge volume of student data. In the Indian context, we don't …