Innovative Path of Civic Education Management Mode in Colleges and Universities Based on Bayesian Networks

Author:

Xu Jinping1

Affiliation:

1. 1 School of Marxism , Hechi University , Hechi , Guangxi , , China .

Abstract

Abstract This paper constructs a Bayesian network structure learning model using both the Bayesian network and the Notears algorithm. Combined with acyclic graph and conditional probability table, the structure and parameters of BN are described respectively. Focusing on the basic methods of Bayesian network structure, the hybrid algorithm based on Notears is chosen as the basic method of structure learning by analyzing the application of the evaluation search method, constraint method and hybrid search algorithm. The results show that the ideal education management method should focus on the integration with real life, so much so that it has a low rate of detachment from reality as well as a low rate of theory, accounting for 0.35 and 0.4, respectively. The traditional way of management of ideology and political education in colleges and universities is more theoretical and detached from the actual situation of education and management, with theoretical management accounting for 0.75, and management is inefficient, with a percentage of 0.6. The research in this paper promotes, to a certain extent, the innovation of the management of the ideological education in colleges and universities, for the management of ideological education in colleges and universities.

Publisher

Walter de Gruyter GmbH

Subject

Applied Mathematics,Engineering (miscellaneous),Modeling and Simulation,General Computer Science

Reference17 articles.

1. Wang, N. (2021). Ideological and political education recommendation system based on ahp and improved collaborative filtering algorithm. Scientific programming(Pt.13), 2021.

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3. Ren, L. (2017). A research on the timeliness of college student ideological and political education in the internet era based on an interest shift model. Revista de la Facultad de Ingenieria, 32(13), 630-635.

4. Su, R. (2017). Evaluation-model-based research on the combination of internet platforms with the ideological and political education in colleges and universities. Revista de la Facultad de Ingenieria, 32(13), 681-686.

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