scholarly journals Evaluation Algorithm of Ideological and Political Assistant Teaching Effect in Colleges and Universities under Network Information Dissemination

2022 ◽  
Vol 2022 ◽  
pp. 1-7
Author(s):  
Siyuan Hu ◽  
Jingsheng Wang
Keyword(s):  
Big Data ◽  
Index System ◽  
Information Dissemination ◽  
Teaching Quality ◽  
Teaching Evaluation ◽  
Evaluation Index System ◽  
Parameter Analysis ◽  
Space Distribution ◽  
Evaluation Index ◽  
Effect Evaluation

Ideological and political course is a key course to implement the fundamental task of building morality and cultivating people. Teaching evaluation is an important part of the construction of ideological and political courses. Constructing a perfect teaching evaluation index system is an urgent need to further deepen the teaching reform of ideological and political courses and improve the teaching quality of ideological and political courses. In order to improve the practical application effect of mixed teaching mode, an online and offline mixed teaching effect evaluation method based on big data analysis is proposed. Firstly, the big data in the process of mixed teaching are collected by using big data technology, and the evaluation index system is constructed from three dimensions. The required data are extracted according to the index, and then the association rules between the relevant data of the evaluation index are established, the phase space distribution of the data is obtained. Finally, the constraint parameter analysis method is used to fuse the control variables and explanatory variables of the index-related data to realize the online and offline mixed teaching effect evaluation. The application analysis results show that the method in this paper obtains ideal evaluation results of online and offline mixed teaching effects, which is conducive to improving teaching quality.

scholarly journals College English Classroom Teaching Evaluation Based on Particle Swarm Optimization – Extreme Learning Machine Model

2017 ◽  
Vol 12 (05) ◽  
pp. 82 ◽  
Author(s):  
Baojian Wang ◽  
Jing Wang ◽  
Guoqiang Hu
Keyword(s):  
Foreign Language ◽  
Index System ◽  
Quality Evaluation ◽  
English Education ◽  
Teaching Quality ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Classroom Teaching ◽  
Machine Model ◽  
English Classroom

The quality evaluation of English classroom teaching carries great significance in promoting English teaching reform and raising the quality of English education at university level in China. In this paper, a quality evaluation index system is introduced for the classroom teaching of English as a foreign language (EFL), and an EFL classroom teaching quality evaluation model is built based on the PSO-ELM algorithm with an ELM model constructed for comparison. A comparison shows that the PSO-ELM algorithm can obtain better accuracy with less hidden layer neurons, hence lowering the demand upon experiment samples and strengthening the fitting ability of the model. Experiment results show that the PSO-ELM algorithm is feasible to evaluate classroom teaching of English as a foreign language. The designed English classroom teaching quality evaluation index system is thus confirmed as effective, and is expected to improve the quality and management of classroom teaching of English as a foreign language.

Effect Evaluation of Video Surveillance System on the Basis of Principal Component Analysis

2015 ◽  
Vol 713-715 ◽  
pp. 479-481
Author(s):  
Tao Zhu ◽  
Wei Jun Hong
Keyword(s):  
Principal Component Analysis ◽  
Video Surveillance ◽  
Index System ◽  
Surveillance System ◽  
Principal Component ◽  
Component Analysis ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Video Surveillance System ◽  
Effect Evaluation

The effect evaluation of video surveillance system is important for the effect of expected protection on the system. A comprehensive effect evaluation index system of video surveillance system is established. The Principal Component Analysis (PCA) method is applied on the established index system to obtain a new evaluation index system. It is proved in instances that the effect evaluation method of video surveillance system with the application of the index system is capable of evaluating the video surveillance system effectively and quantitatively. The protective effect of the video surveillance system is evaluated objectively on the basis of the new index system with the PCA.

scholarly journals Analysis on Evaluation Index System of Network Teaching Quality Based on Analytic Hierarchy Process

2020 ◽  
Vol 9 (2) ◽  
pp. 8
Author(s):  
Jiaqian Zhao ◽  
Yajie Diao
Keyword(s):  
Analytic Hierarchy Process ◽  
Index System ◽  
Rapid Development ◽  
Teaching Quality ◽  
Evaluation Index System ◽  
Evaluation Index ◽  
Analytic Hierarchy ◽  
Network Teaching ◽  
Teaching Platform ◽  
Hierarchy Process

In recent years, in order to meet the needs of education, the rapid development of information teaching, the construction of network teaching platform is becoming more and more perfect, but there are still problems in the evaluation index system of network teaching quality. In order to make the network teaching can get better development, we must promote the construction of the evaluation index system of the network teaching quality. This paper analyzes the evaluation index system of network teaching quality based on AHP.

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