Research Article
Construction of Multimedia Online Education Platform Based on Fuzzy Neural Network
@INPROCEEDINGS{10.1007/978-3-031-21161-4_13, author={Dan Yu}, title={Construction of Multimedia Online Education Platform Based on Fuzzy Neural Network}, proceedings={e-Learning, e-Education, and Online Training. 8th EAI International Conference, eLEOT 2022, Harbin, China, July 9--10, 2022, Proceedings, Part I}, proceedings_a={ELEOT}, year={2023}, month={3}, keywords={Fuzzy neural network Multi-media Online education platform Data mining Resource scheduling Cloud computing}, doi={10.1007/978-3-031-21161-4_13} }- Dan Yu
Year: 2023
Construction of Multimedia Online Education Platform Based on Fuzzy Neural Network
ELEOT
Springer
DOI: 10.1007/978-3-031-21161-4_13
Abstract
The current multimedia online education platform has low resource utilization and response rate. In order to effectively solve this problem, this paper will study the construction of multimedia online education platform based on fuzzy neural network. The hardware framework of online education platform is built with FPGA as the control core, and the platform resources are mined and processed by fuzzy neural network. Use cloud computing to design platform resource scheduling and improve platform operation efficiency. Through experiments, it is verified that the recommendation accuracy of the platform is higher than 90%, the response rate and processing speed of the platform are significantly improved, and the practical application effect is better.
