Employability prediction: a survey of current approaches, research challenges and applications
N Mezhoudi, R Alghamdi, R Aljunaid, G Krichna… - Journal of Ambient …, 2023 - Springer
Student employability is crucial for educational institutions as it is often used as a metric for
their success. The job market landscape, however, more than ever dynamic, is evolving due …
their success. The job market landscape, however, more than ever dynamic, is evolving due …
[PDF][PDF] Students' employability prediction model through data mining
The students' employability is a major concern for the institutions offering higher education
and a method for early prediction of employability of the students is always desirable to take …
and a method for early prediction of employability of the students is always desirable to take …
[PDF][PDF] Classification techniques for predicting graduate employability
Unemployment is a current issue that happens globally and brings adverse impacts on
worldwide. Thus, graduate employability is one of the significant elements to be highlighted …
worldwide. Thus, graduate employability is one of the significant elements to be highlighted …
Predicting students' employability using machine learning approach
CD Casuat, ED Festijo - 2019 IEEE 6th international …, 2019 - ieeexplore.ieee.org
This study aims to apply an approach using machine learning for predicting students'
employability. The researchers conducted a case study that involved 27,000 information …
employability. The researchers conducted a case study that involved 27,000 information …
Predicting student employability through the internship context using gradient boosting models
Universities around the world are keen to develop study plans that will guide their graduates
to success in the job market. The internship course is one of the most significant courses that …
to success in the job market. The internship course is one of the most significant courses that …
[PDF][PDF] A unified model of clustering and classification to improve students' employability prediction
Data Mining is gaining immense popularity in the field of education due to its predictive
capabilities. But, most of the prior effort in this area is only directed towards prediction of …
capabilities. But, most of the prior effort in this area is only directed towards prediction of …
Assessing employability of students using data mining techniques
Y Bharambe, N Mored, M Mulchandani… - … on advances in …, 2017 - ieeexplore.ieee.org
Graduate employability is an increasingly major concern for academic institutions and
assessing student employability provides a way of linking student skills and employer …
assessing student employability provides a way of linking student skills and employer …
Using data mining techniques to predict student performance to support decision making in university admission systems
HA Mengash - Ieee Access, 2020 - ieeexplore.ieee.org
An admissions system based on valid and reliable admissions criteria is very important to
select candidates likely to perform well academically at institutions of higher education. This …
select candidates likely to perform well academically at institutions of higher education. This …
Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling
Abstract Machine Learning concept learns from experiences, inferences and conceives
complex queries. Machine learning techniques can be used to develop the educational …
complex queries. Machine learning techniques can be used to develop the educational …
Proposing a machine learning approach to analyze and predict employment and its factors
This paper presents an original study with the aim of propose and test a machine learning
approach to research about employability and employment. To understand how the …
approach to research about employability and employment. To understand how the …