Affiliation:
1. School of Marxism, Jiangxi Normal University, Jiangxi, Nanchang 330022, China
2. School of Humanity and Law, Beijing University of Chemical Technology, Beijing 100029, China
Abstract
In order to improve the evaluation accuracy of political classroom teaching quality in universities, a DA-BP-based evaluation method of political classroom teaching quality in universities is proposed. First of all, in constructing the teaching quality evaluation system of university political courses using the framework of behavior theory, the system consists of 4 primary indicators and 15 secondary indicators. Second, the university’s 2008–2013 annual teaching quality assessment scores for the teaching quality of political courses were used as the input data of the DA-BP network, and the 2013–2016 teaching evaluation scores were used as the algorithm’s test data. In order to test the prediction accuracy of the DA-BP algorithm, it is compared with the GA-BP algorithm, PSO-BP algorithm, and BP algorithm. The research results show that DA-BP has higher prediction accuracy than other algorithms and can better evaluate the teaching quality of political courses.
Funder
Key Project of Beijing Educational Science Planning “Research on Engineering Ethics Education Model Based on Data Mining Technology”
Subject
Computer Networks and Communications,Information Systems
Reference20 articles.
1. Construction of situational teaching mode in ideological and political classroom based on digital twin technology
2. Training of the feed forward artificial neural networks using dragonfly algorithm;Ş. Gülcü;Applied Soft Computing,2022
3. Balancing and sequencing problem of mixed-model U-shaped robotic assembly line: mathematical model and dragonfly algorithm based approach;B. Zhang;Applied Soft Computing,2020
4. ACOR: Adaptive congestion-oblivious routing in dragonfly networks
5. Friction stir welding parameter optimization using novel multi objective dragonfly algorithm
Cited by
1 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