[PDF][PDF] Students' performance prediction based on their academic record

F Berhanu, A Abera - International Journal of Computer …, 2015 - researchgate.net
Because of rapid increasing of data in educational environment, educational data mining
emerged to develop methods for exploring the unique types of data that come from …

[PDF][PDF] Educational data mining prediction model using decision tree algorithm

TU Sawant, UR Pol, PS Patankar - International Journal of …, 2019 - researchgate.net
This paper focused on improving student academic performance, based on their personal
and academic performance features. This approach of prediction student result at the final …

[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 …

Educational data mining: Student performance prediction in academic

YK Salal, SM Abdullaev, M Kumar - International Journal of Engineering …, 2019 - elibrary.ru
At present data mining techniques become very popular among the data analyst. It became
an effective tool for finding the uncovered information from a big database. Due to this …

[PDF][PDF] A survey on predicting student performance

AD Kumar, V Radhika - International Journal of Computer Science and …, 2014 - Citeseer
Education is a vast and important subject, one that cannot be addressed adequately in this
space. In recent years the amount of data stored in educational database is growing rapidly …

A review of applications of data mining techniques for prediction of students' performance in higher education

I Shingari, D Kumar, M Khetan - Journal of Statistics and …, 2017 - Taylor & Francis
This paper brings in an insight of the number of ways the students' performance can be
predicted. The performance of a student plays a vital role in any institution. It is the measure …

[PDF][PDF] Students performance prediction using data mining techniques

A Narvekar, V Menezes, OP Angle… - … Journal for Research …, 2020 - academia.edu
The paper represents the data mining techniques used for predicting student's performance.
In today's world the education field is growing, developing widely and becoming one of the …

[PDF][PDF] Students performance prediction through educational data mining-An uncomplicated review

VS Durga, J Thangakumar - International Research Journal of …, 2019 - academia.edu
Educational Data mining (EDM) is a new active research area. It focuses on applying data
mining methods to the educational dataset to discover useful information. One of the most …

Prediction of student's educational performance using machine learning techniques

B Mallikarjun Rao, BV Ramana Murthy - Data Engineering and …, 2020 - Springer
Educational data mining indicates an area of research in which the data mining, machine
learning, and statistics are applied to predict information from academic environment …

[PDF][PDF] Predicting student performance using classification data mining techniques

I Shingari, D Kumar - International Journal of Computer Sciences …, 2018 - researchgate.net
Accepted: 17/Jul/2018, Published: 31/July/2018 Abstract–The term education data mining
deals with extracting knowledge out of academic database which can be used for providing …