Artículos relacionados a Assessment Framework for SEL Competencies: A Machine...

Assessment Framework for SEL Competencies: A Machine Learning Approach - Tapa blanda

Sharmila, Dr S; Kanagaraj, Dr A

 
9786208472863: Assessment Framework for SEL Competencies: A Machine Learning Approach
Tapa blanda
ISBN 10: 6208472865 ISBN 13: 9786208472863
Editorial: LAP Lambert Academic Publishing, 2025

Sinopsis

Social and Emotional Learning (SEL) is vital for students' academic success and overall well-being, yet assessing these competencies remains a challenge due to their subjective and non-cognitive nature. Traditional methods such as surveys and teacher observations often lack accuracy and consistency. To address this, a machine learning-based assessment framework is proposed, integrating diverse data sources such as student behavior, participation, and performance. By identifying patterns and classifying levels of SEL skills, machine learning models reduce human bias and enhance reliability. This data-driven approach not only ensures objective measurement but also provides predictive insights into students' SEL development. Educators can utilize these insights to design targeted interventions and personalized support, ultimately making the assessment of SEL competencies more accurate, scalable, and impactful.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP Lambert Academic Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
6208472865
ISBN 13 
9786208472863
Encuadernación
Tapa blanda
Número de páginas
60
Contacto del fabricante
no disponible
Persona responsable
no disponible