A model for classifying information objects using neural networks and fuzzy logic

A model for classifying information objects using neural networks and fuzzy logic

Abstract This work is aimed at developing intelligent systems capable of automatically classifying types of educational materials. This will allow students to find the resources they need faster, and it will make it easier for teachers to manage content in educational platforms. The solution of the...

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Main Authors: Vadym Mukhin, Valerii Zavgorodnii, Viacheslav Liskin, Sergiy Syrota, Aleksandra Czupryna-Nowak, Bohdan Rusyn, Arkadiusz Banasik, Jacek Woloszyn, Wojciech Kempa
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Neural network
Fuzzy logic
Information object
Classification
E-learning system
Online Access:https://doi.org/10.1038/s41598-025-00897-4
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https://doi.org/10.1038/s41598-025-00897-4

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