Educational Data Mining Utilization to Support the Admission Process in Higher Education Institutions: A Systematic Literature Review

AI Al-Alawi, MAA Alfateh… - … Conference On Cyber …, 2023 - ieeexplore.ieee.org
The behavior of undergraduates' withdrawing from higher education institutions before
completing their degrees, and the low percentage of on-time degree completion, are …

Application of logistic regression technique for predicting student dropout

B Ujkani, D Minkovska… - 2022 XXXI International …, 2022 - ieeexplore.ieee.org
Student dropout in higher education is a complex issue and as a process it includes many
factors which may affect each other. This paper explores the use and application of a …

Research on an improved prediction model based on decision tree algorithm

L Yang, Y Chen, L Zhang - 2022 IEEE 2nd International …, 2022 - ieeexplore.ieee.org
In this research, we collect and complete a data set of freshmen registration, and use the
machine learning algorithm of decision tree to predict it. Our goal is to use this algorithm to …

Estimate Undergraduate Student Enrollment in Courses by Re-purposing Recommendation Tools

MAZ Khan, A Polyzou - The International FLAIRS Conference …, 2024 - journals.flvc.org
Resource allocation in educational institutions is a very challenging task in higher
education. To prepare for every new semester, academic administration faces various …

Machine learning based university admit eligibility predictor

CJ Raman, U Janani, P Dharani, V Balaji - AIP Conference …, 2024 - pubs.aip.org
There are a lot of students in the modern educational system who need to pursue further
education after taking an undergraduate certification course. Advanced education in the …

Careex-an AI Assisted Career Guidance and Eligibility Prediction System

S Prathibha, G Shamini, S Dharshini… - … and Control for …, 2023 - ieeexplore.ieee.org
The education sector will be seeing a vast change in the way it functions in this digital world.
As we shut our doors to the outside, many options and other alternatives have opened right …

Altruistic: An Assistive Mobile Application Featuring Cluster Based University Admission and University Suggestion for the Bangladeshi Students

M Chowdhury, S Alam - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
To resolve the time and cost burden of admission aspirant students, public university
authorities of Bangladesh have decided to enroll students via a cluster-based university …

Automation of recruitment: Decision-making system design and review of legal implications

MN Athanasiou - 2023 - diva-portal.org
Today, more than ever, HR managers are faced with a high volume of candidate information
for each job opening. Many companies already have an automated system in place. A …