Comparative analysis of machine learning models in predicting academic outcomes: Insights and implications for educational data analytics
A Maheshwari, A Malhotra, BS Hada… - … on Smart Systems …, 2024 - ieeexplore.ieee.org
In the evolving landscape of educational research, the predictive analysis of student
performance using data science has garnered significant interest. This study investigates the …
performance using data science has garnered significant interest. This study investigates the …
Analyzing Supervised Learning Models for Predicting Student Dropout and Success in Higher Education
S Bhurre, S Prajapat - UK Workshop on Computational Intelligence, 2023 - Springer
The global education industry has experienced significant transformations, yet it continues to
grapple with challenges, particularly in higher education, such as declining student success …
grapple with challenges, particularly in higher education, such as declining student success …
Understanding Student Success Prediction Using SHapley Additive exPlanations
B Ujkani, D Minkovska, O Nakov - 2023 International Scientific …, 2023 - ieeexplore.ieee.org
Predicting student success is an important task in educational institutions, as it allows for
targeted interventions and support systems to enhance educational outcomes. This paper …
targeted interventions and support systems to enhance educational outcomes. This paper …
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 …
for each job opening. Many companies already have an automated system in place. A …
Análisis de las Causas de Abandono Estudiantil a través de Técnicas de Machine Learning en la UPS sede Guayaquil
VA Chiriguaya Maldonado - 2024 - dspace.ups.edu.ec
Este estudió investigó las causas del abandono estudiantil en la Universidad Politécnica
Salesiana sede Guayaquil, utilizando técnicas de aprendizaje automático para analizar …
Salesiana sede Guayaquil, utilizando técnicas de aprendizaje automático para analizar …
Estudio del estado del arte sobre la predicción de deserción universitaria usando machine learning
JO Yunga Pedraza - 2023 - dspace.ups.edu.ec
La deserción universitaria trae como principal consecuencia el aumento del número de
estudiantes con educación superior incompleta. Por lo cual se ha implementado técnicas …
estudiantes con educación superior incompleta. Por lo cual se ha implementado técnicas …