Document Type

Conference Paper

Publication Date

2025

DOI

10.21125/inted.2025.1751

Publication Title

INTED2025 Proceedings

Pages

6803-6812

Conference Name

19th International Technology, Education and Development Conference, 3-5 March, 2025, Valencia, Spain

Abstract

The evaluation of student performance is a multifaceted process that traditionally relies on rigid grading systems, often failing to capture the complexity of student abilities and learning dynamics. This paper explores the application of fuzzy logic to enhance the accuracy and adaptability of student performance evaluation. By leveraging fuzzy logic principles, such as membership functions and linguistic variables, we model and assess the various factors influencing student performance—ranging from academic grades to engagement, participation, and personal learning styles. The approach allows for the representation of imprecise, uncertain, and subjective data, offering a more holistic view of a student’s progress. We propose a fuzzy inference system that combines multiple assessment criteria to generate more flexible and context-sensitive evaluations. The results demonstrate that this method provides more meaningful insights, offering educators a powerful tool for personalized learning, identification of at-risk students, and tailored interventions. The findings suggest that fuzzy logic-based models hold significant potential for transforming the traditional student evaluation process into a more dynamic, inclusive, and accurate system, adaptable to diverse educational contexts.

Rights

© 2025 IATED Academy. All rights reserved.

Included with the kind written permission of the copyright holder.

Original Publication Citation

Tomovic, M., Tomovic, C., Jovanovic, V., & Bawab, S. (2025). Application of fuzzy logic for evaluation of student performance. In L. G. Chova, C. G. Martínez, & J. Lees (Eds.), INTED2025 Proceedings (pp. 6803-6812). IATED Academy. https://doi.org/10.21125/inted.2025.1751

ORCID

0000-0002-4292-4039 (Tomovic), 0000-0002-8626-903X (Jovanovic)

Download

Share

COinS