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 …

Applying Data Mining in Graduates' Employability: A Systematic Literature Review.

HN Mpia, LW Mburu… - International Journal of …, 2023 - search.ebscohost.com
Envisaging an adequate IT/IS solution that can mitigate the employability problems is
imperative because nowadays there is a high rate of unemployed graduates. Thus, the main …

Employability prediction of engineering graduates using ensemble classification modeling

RR Maaliw, KAC Quing, AC Lagman… - 2022 IEEE 12th …, 2022 - ieeexplore.ieee.org
Higher educational institutions have a responsibility and commitment to deliver employable
graduates as it impacts their well-being and the economy. This study compared the accuracy …

Students' complex trajectories: exploring degree change and time to degree

JP Pêgo, VL Miguéis, A Soeiro - International Journal of Educational …, 2024 - Springer
The complex trajectories of higher education students are deviations from the regular path
due to delays in completing a degree, dropping out, taking breaks, or changing …

An intelligent hybrid deep belief network model for predicting students employability

A Bai, S Hira - Soft Computing, 2021 - Springer
In recent times, the question of employability has become a critical concern not only for
degree holders but for educational organizations. Hence, employability prediction models …

Application of data mining in predicting college graduates employment

S He, X Li, J Chen - … on Artificial Intelligence and Big Data …, 2021 - ieeexplore.ieee.org
With the popularization and enrollment expansion of higher education in China, the
employment of college students has been the focus of public attentions. In this study, taking …

Performance analysis of the impact of technical skills on employability

DL Manjushree, TL Varsha, WK Arvind… - International Journal of …, 2021 - ijpe-online.com
The competency to predict student success in a course or program generates opportunities
to enhance educational outcomes to improve graduate employment. With effective …

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 …

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 …

Modelling student employability on an academic basis: A supervised machine learning approach with R

V Srivastava, AK Singh, A David, N Rai - Handbook of Research on …, 2022 - igi-global.com
With the population growth and the employability scarcity, the placement of students has
become a significant concern. Problems of global ageing and miss-match of student skill …