2023
DOI: 10.3390/su151914512
|View full text |Cite
|
Sign up to set email alerts
|

Improving Student Retention in Institutions of Higher Education through Machine Learning: A Sustainable Approach

William Villegas-Ch,
Jaime Govea,
Solange Revelo-Tapia

Abstract: Effective student retention in higher education represents a critical challenge to institutional stability and educational quality. This study addresses this challenge by integrating machine learning and artificial intelligence techniques in the context of sustainability education. To achieve this, data are collected from a representative cohort of students undergoing extensive cleaning and pre-processing. Additionally, a pre-trained neural network model is implemented, adjusting key parameters. The model eval… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
3
2

Relationship

0
5

Authors

Journals

citations
Cited by 6 publications
references
References 38 publications
0
0
0
Order By: Relevance