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 …
[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 …
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
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 …
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 …
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 …
making decisions and designing strategies. Conventional univariate time series models and …
Predicting student's performance using machine learning methods: A systematic literature review
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 …
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 …
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
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 …
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 …
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 …
people's lives with meaning and excellence. Furthermore, education is viewed as a …