Study of educational data mining approaches for student performance analysis

R Asad, S Arooj, SU Rehman - Technical Journal, 2022 - tj.uettaxila.edu.pk
Education is a vital component in the development of any country. In the education sector,
research has been rapidly increasing using data mining techniques. The increase of e …

[PDF][PDF] Prediction of students performance in semester exams using a naïve bayes classifier

H Shaziya, R Zaheer, G Kavitha - International Journal of …, 2015 - researchgate.net
Educational data mining is an emerging trend, concerned with developing techniques for
exploring, and analyzing the huge data that come from the educational context. EDM is …

[PDF][PDF] New Framework of Educational Data Mining to Predict Student Learning Performance

A Triayudi, RT Aldisa, S Sumiati - 2024 - jowua.com
Educational systems designed to meet the needs of academic advisors about adaptive
learning will always be an essential issue, as this will be the beginning of the development …

[PDF][PDF] Predicting student's performance in education using data mining techniques

S Fatima, S Mahgoub - Int J Comput Appl, 2019 - academia.edu
In this data world, where users spawn their digital footprint and generate a huge amount of
unstructured data continuously with each activity, data mining techniques help in …

[PDF][PDF] Modeling and predicting students' academic performance using data mining techniques

A Mueen, B Zafar, U Manzoor - International Journal of Modern …, 2016 - academia.edu
The main objective of this study is to apply data mining techniques to predict and analyze
students' academic performance based on their academic record and forum participation …

[PDF][PDF] Student performance prediction using educational data mining techniques

H Kaur, EG Bathla - International Journal on Future Revolution in …, 2018 - core.ac.uk
Educational sector produces data in large amount that is too voluminous and complex to
understand. There is a need to efficiently filter and prioritize the data so as to deliver the …

[PDF][PDF] The prediction of students' academic performance using classification data mining techniques

F Ahmad, NH Ismail, AA Aziz - Applied mathematical sciences, 2015 - m-hikari.com
Data Mining provides powerful techniques for various fields including education. The
research in the educational field is rapidly increasing due to the massive amount of students' …

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] Evaluation of data mining techniques for predicting student's performance

M Kumar, AJ Singh - International Journal of Modern Education and …, 2017 - academia.edu
This paper highlights important issues of higher education system such as predicting
student's academic performance. This is trivial to study predominantly from the point of view …

[引用][C] Student performance analysis using data mining technique

B Patel, C Gondaliya - IJCSMC, 2017