Data mining: Prediction for performance improvement of graduate students using classification
K Bunkar, UK Singh, B Pandya… - 2012 Ninth International …, 2012 - ieeexplore.ieee.org
Student performance in university courses is of great concern to the higher education where
several factors may affect the performance. This paper is an attempt to apply the data mining …
several factors may affect the performance. This paper is an attempt to apply the data mining …
[PDF][PDF] Mining educational data to improve students' performance: a case study
MMA Tair, AM El-Halees - International Journal of Information, 2012 - academia.edu
Educational data mining concerns with developing methods for discovering knowledge from
data that come from educational domain. In this paper we used educational data mining to …
data that come from educational domain. In this paper we used educational data mining to …
Preprocessing and analyzing educational data set using X-API for improving student's performance
Educational data mining concerns of developing methods to discover hidden patterns from
educational data. The quality of data mining techniques depends on the collected data and …
educational data. The quality of data mining techniques depends on the collected data and …
[HTML][HTML] Proposed analytic framework for student relationship management based on a systematic review of CRM systems literature
H Gholami, M Zameri Mat Saman, A Mardani… - Sustainability, 2018 - mdpi.com
Notwithstanding the research attention given to the importance and capability of the student
relationship management strategy in higher education sustainability, there is no any …
relationship management strategy in higher education sustainability, there is no any …
[PDF][PDF] Exploring biometric attendance technology in the Arab academic environment: Insights into faculty loyalty and educational performance in policy initiatives
This study provides insights for decision-makers contemplating the implementation of
Biometric Attendance Technology (BAT) for faculty in educational institutions. We conducted …
Biometric Attendance Technology (BAT) for faculty in educational institutions. We conducted …
Conceptualizing and operationalizing the student relationship management strategy: Towards a more sustainable-based platform
Universities are at the forefront of developing future human capital, but require new strategic
approaches to succeed. The present paper discusses the issues concerning the student …
approaches to succeed. The present paper discusses the issues concerning the student …
An empirical analysis of classification techniques for predicting academic performance
A multiclass classification refers to the classification of the instance into more than two
classes. In real life many classification problem requires decisions among a set of …
classes. In real life many classification problem requires decisions among a set of …
[PDF][PDF] A comparative study for predicting students academic performance using Bayesian network classifiers
PVP Sundar - IOSR Journal of Engineering, 2013 - researchgate.net
The main objective of educational institutions is to provide high quality of education.
Providing a high quality of education depends on predicting the unmotivated students before …
Providing a high quality of education depends on predicting the unmotivated students before …
CatBoost—An ensemble machine learning model for prediction and classification of student academic performance
In every educational institution, predicting pupils' performance is a vital responsibility. Due to
this, a variety of data mining techniques, such as clustering, classification, and regression …
this, a variety of data mining techniques, such as clustering, classification, and regression …
[HTML][HTML] Critical success factors of student relationship management
Due to the upward trend in the globalization of sustainability issues and the intense
competitive environment, it is evident that higher education institutions need new strategic …
competitive environment, it is evident that higher education institutions need new strategic …