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 …

[PDF][PDF] Predicting students' employability using support vector machine: a smote-optimized machine learning system

CD Casuat, ED Festijo, AS Alon - International Journal, 2020 - academia.edu
The graduates in every institution reflect the skills developed and competencies acquired by
the tudents through the education offered by the institution that is suitable in the companies …

[PDF][PDF] Employability prediction of information technology graduates using machine learning algorithms

G ElSharkawy, Y Helmy, E Yehia - International Journal of …, 2022 - researchgate.net
The ability to predict graduates' employability to match labor market demands is crucial for
any educational institution aiming to enhance students' performance and learning process …

Machine learning for predicting students' employability

MH Baffa, MA Miyim, AS Dauda - UMYU Scientifica, 2023 - scientifica.umyu.edu.ng
Graduates' employability becomes one of the performance indicators for higher educational
institutions (HEIs) because the number of graduates produced every year from higher …

Student's employability indexing using machine learning approach

P Sharma, D Anand, N Kapoor - 2022 Fifth International …, 2022 - ieeexplore.ieee.org
Predicting unemployment rates has become crucial since it can assist governments in
making decisions and designing strategies. Conventional univariate time series models and …

Predicting student's performance using machine learning methods: A systematic literature review

Y Baashar, G Alkawsi, N Ali… - … on Computer & …, 2021 - ieeexplore.ieee.org
Student's performance is a success factor in higher education institutions. The excellent
record of academic achievements raises the institution's ranking as one of the criteria for a …

Identifying the most predictive attributes among employability signals of undergraduate students

CD Casuat, ED Festijo - … colloquium on signal processing & its …, 2020 - ieeexplore.ieee.org
Identifying an effective and scalable approach for student career management is one of the
top priorities of Higher Education Institutions (HEI) through their career centers. Machine …

Machine learning-based model for prediction of student's performance in higher education

A Garg, UK Lilhore, P Ghosh, D Prasad… - 2021 8th International …, 2021 - ieeexplore.ieee.org
During the pandemic time, most students are learning in online mode without any physical
interaction with a trainer. In this pandemic time, in the absence of physical interaction with …

Performance evaluation of machine learning predictive analytical model for determining the job applicants employment status

O Awujoola, PO Odion… - Malaysian Journal of …, 2021 - journal.unisza.edu.my
Several higher institution of learning faces issue or difficulty of turning out more than 90% of
their graduates who can competently satisfy and meet the requirements of the industry …

Analysis of student performance using Machine learning Algorithms

S Kour, R Kumar, M Gupta - 2021 Third International …, 2021 - ieeexplore.ieee.org
Education is a prerequisite for a prosperous and good life, and it also helps in enhancing
people's lives with meaning and excellence. Furthermore, education is viewed as a …