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Published in:
2021 | OriginalPaper | Chapter
Information Platform for Classroom Teaching Quality Evaluation and Monitoring Based on Artificial Intelligence Technology
Author : Guoyong Liu
Published in: Big Data Analytics for Cyber-Physical System in Smart City
Publisher: Springer Singapore
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Abstract
The purpose of this paper is to study the construction and implementation of an information platform for classroom teaching quality(TQ) evaluation and monitoring based on artificial intelligence(AI) technology. In this paper, the classroom teaching of teachers is taken as the object of TQ evaluation and control for in-depth and detailed research, to find a more reasonable TQ evaluation method, so as to provide accurate feedback information for the improvement of TQ. In this paper, 18 teachers were taken as test objects, and a team of 5 experts made an objective evaluation of each teacher's TQ index at all levels, and the evaluation score was taken as the original data. Through the simulation experiment of the data source, the error of training the TQ evaluation index by using BP neural network is not more than 0.002.