Data mining: A prediction for performance improvement of engineering students using classification

SK Yadav, S Pal - arXiv preprint arXiv:1203.3832, 2012 - arxiv.org
Now-a-days the amount of data stored in educational database increasing rapidly. These
databases contain hidden information for improvement of students' performance …

[PDF][PDF] Efficiency of decision trees in predicting student's academic performance

SA Kumar - 2011 - Citeseer
Educational data mining is used to study the data available in the educational field and bring
out the hidden knowledge from it. Classification methods like decision trees, rule mining …

Mining educational data to analyze students' performance

BK Baradwaj, S Pal - arXiv preprint arXiv:1201.3417, 2012 - arxiv.org
The main objective of higher education institutions is to provide quality education to its
students. One way to achieve highest level of quality in higher education system is by …

Application of machine learning and data mining in predicting the performance of intermediate and secondary education level student

BK Yousafzai, M Hayat, S Afzal - Education and Information Technologies, 2020 - Springer
The presented work is a student marks and grade prediction system using supervised
machine learning techniques, the system is developed on the historic performance of …

Data mining applications: A comparative study for predicting student's performance

SK Yadav, B Bharadwaj, S Pal - arXiv preprint arXiv:1202.4815, 2012 - arxiv.org
Knowledge Discovery and Data Mining (KDD) is a multidisciplinary area focusing upon
methodologies for extracting useful knowledge from data and there are several useful KDD …

[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] 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 …

Mining educational data to predict students performance: A comparative study of data mining techniques

K Nahar, BI Shova, T Ria, HB Rashid… - Education and …, 2021 - Springer
Abstract Information is everywhere in a hidden and scattered way. It becomes useful when
we apply Data mining to extracts the hidden, meaningful, and potentially useful patterns from …

[PDF][PDF] Comparative analysis of decision tree classification algorithms

A Priyam, GR Abhijeeta, A Rathee… - International Journal of …, 2013 - academia.edu
At the present time, the amount of data stored in educational database is increasing swiftly.
These databases contain hidden information for improvement of student's performance …

[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' …