<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Leveraging artificial intelligence (AI), this study revolutionizes examination management and education in universities by developing an intelligent system encompassing comprehensive management, pre-examination activities, scheduling, and preparation. The system also features a quality management component for educational outcomes. An enhanced genetic algorithm introduces an adaptation function to optimize intelligent grouping, facilitating effective exam paper distribution. Applied at Y University, our innovative approach significantly refines exam paper difficulty (ranging between 0.5016 and 0.5581) and differentiation (0.3845 to 0.4596), showcasing the intelligent algorithm’s effectiveness in exam management and contributing valuable insights to educational research.</p>
</abstract>

Leveraging artificial intelligence (AI), this study revolutionizes examination management and education in universities by developing an intelligent system encompassing comprehensive management, pre-examination activities, scheduling, and preparation. The system also features a quality management component for educational outcomes. An enhanced genetic algorithm introduces an adaptation function to optimize intelligent grouping, facilitating effective exam paper distribution. Applied at Y University, our innovative approach significantly refines exam paper difficulty (ranging between 0.5016 and 0.5581) and differentiation (0.3845 to 0.4596), showcasing the intelligent algorithm’s effectiveness in exam management and contributing valuable insights to educational research.

Construction of an Innovative System for Examination Management and Education Based on Artificial Intelligence Technology

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Leveraging artificial intelligence (AI), this study revolutionizes examination management and education in universities by developing an intelligent system...

Construction of an Innovative System for Examination Management and Education Based on Artificial Intelligence Technology

Data publikacji: 03 maj 2024

Zakres stron: -

Otrzymano: 13 kwi 2024

Przyjęty: 27 kwi 2024

DOI: https://doi.org/10.2478/amns-2024-0996

Słowa kluczowe
Artificial intelligence, Genetic algorithm, Intelligent paper grouping, Constraints, Examination management system

© 2024 Qian Chen, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Construction of an Innovative System for Examination Management and Education Based on Artificial Intelligence Technology

Data publikacji: 03 maj 2024

Zakres stron: -

Otrzymano: 13 kwi 2024

Przyjęty: 27 kwi 2024

DOI: https://doi.org/10.2478/amns-2024-0996

Słowa kluczoweArtificial intelligence, Genetic algorithm, Intelligent paper grouping, Constraints, Examination management system

© 2024 Qian Chen, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Słowa kluczowe
Artificial intelligence, Genetic algorithm, Intelligent paper grouping, Constraints, Examination management system