Research Article
Intelligent Computer Aided Instruction System Based on Cloud Computing
@INPROCEEDINGS{10.1007/978-3-031-21161-4_10, author={Shiliang Liu and Caifeng Gao}, title={Intelligent Computer Aided Instruction System Based on Cloud Computing}, 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={Cloud computing Intelligent computer system Auxiliary teaching system Microprocessor Knowledge atlas Bayesian inference network}, doi={10.1007/978-3-031-21161-4_10} }- Shiliang Liu
Caifeng Gao
Year: 2023
Intelligent Computer Aided Instruction System Based on Cloud Computing
ELEOT
Springer
DOI: 10.1007/978-3-031-21161-4_10
Abstract
The traditional teaching assistant system can only count the teaching data. The teaching assistant function is single, and it can not support the large concurrent demand. To solve the above problems, an intelligent CAI System Based on cloud computing is designed. Taking embedded microprocessor as the core design, 5G communication and other functional modules are added as the system hardware. In order to meet the high concurrent operation requirements of the system, the cloud computing module is arranged to solve the problem of single teaching auxiliary function. By establishing students’ knowledge map, Bayesian inference network is used to recommend learning resources. According to the auxiliary teaching function, the system database is designed to meet the needs of supporting a large amount of concurrency. Through the comprehensive performance test of the computer-aided instruction system, it is verified that the response rate of the designed system is increased by nearly half, and it has the corresponding function to meet the modern teaching assistance. The practical application of the computer-aided instruction system has a good effect.
