[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] 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 …

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 …

Educational Data Mining for Predicting Students' Academic Performance

I Alvi, AB Kazimi, MA Alvi, S Swift, S Ahmed - Kurdish Studies, 2024 - kurdishstudies.net
Abstract Educational Data Mining is an emerging trend that is used for automatically
extracting purposeful information from collected data especially in the field of education for …

Educational Data Mining tools and Techniques used for Prediction of Student's Performance: A Study

A Dhankhar, K Solanki - 2022 10th International Conference …, 2022 - ieeexplore.ieee.org
In the digital era, enormous amounts of data have been generated in education that has led
to data driven approaches which in turn help effective decision making. Educational data …

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] Educational data mining & students' performance prediction

AA Saa - … journal of advanced computer science and …, 2016 - pdfs.semanticscholar.org
It is important to study and analyse educational data especially students' performance.
Educational Data Mining (EDM) is the field of study concerned with mining educational data …

[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' …

[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] The Role of Machine Learning and Data Mining Techniques in Predicting Students' Academic Performance

AY Rufai, D Suru, J Afrifa - International Journal of Computer …, 2021 - academia.edu
Abstracts: The advancement in Information Technology makes it easier and cheaper to
collect large amounts of data, but if this data is not further analyzed, it remains only huge …