Optimization of Online Education and Teaching Evaluation System Based on GA-BP Neural Network

Author:

Xu Xin12ORCID,Liu Fenghu3ORCID

Affiliation:

1. Undergraduate Academic Affairs Office, Shandong University of Arts, Jinan, Shandong 250000, China

2. Cavite State University, Don Severino de Las Alas Campus, Indang, Cavite 4100, Philippines

3. Wushu College, Shandong Sport University, Rizhao City, Shandong Province 276826, China

Abstract

With the popularization and application of online education in the world, how to evaluate and analyze the classroom teaching effect through scientific methods has become one of the important teaching tasks in colleges. Based on this, this paper studies the application of the GA-BP neural network algorithm. Firstly, it gives a brief overview of the current situation of online education and GA-BP neural network algorithm. Secondly, through the investigation of the online education system in many aspects, it evaluates students’ online education classroom teaching quality from five aspects, and this paper proposes a more scientific online education classroom teaching quality evaluation optimization model and finally verifies the reliability of the online education teaching evaluation model through the practice in a university. The results show that the GA-BP neural network-based evaluation optimization model can effectively evaluate the online education in the process of analyzing the quality of online education classroom teaching of most professional students.

Funder

Shandong University

Publisher

Hindawi Limited

Subject

General Mathematics,General Medicine,General Neuroscience,General Computer Science

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Retracted: Optimization of Online Education and Teaching Evaluation System Based on GA-BP Neural Network;Computational Intelligence and Neuroscience;2023-08-02

2. Research and Application of Genetic Algorithm Based Optimization Neural Network Model for Prediction;2023 IEEE 5th International Conference on Power, Intelligent Computing and Systems (ICPICS);2023-07-14

3. Construction of Teaching Quality Evaluation Model of English Flipped Classroom Based on BP Neural Network Algorithm;2023 5th International Conference on Decision Science & Management (ICDSM);2023-03-03

4. Comparative Analysis of Web Hosting Server Performance;INT J ENG-IRAN;2023

5. A Vision sensing-based automatic evaluation method for teaching effect based on deep residual network;Mathematical Biosciences and Engineering;2023

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