Work

A Study on Mining the Potential Value of Association Rule Mining Technology in Civic Education Network Data Collection

Year: 2025

Type: article

Abstract: Establishing moral character is the fundamental task of education and the foundation of colleges and universities.Combined with the characteristics and requirements of specialized disciplines, mining the potential value of class Civics education is the main method of Civics education.In this study, after collecting and preprocessing the civic and political network data of different colleges and universities, we use the TF-IDF algorithm and the LDA theme model to conduct multi-dimensional mining of the potential value of civic and political education themes, and then use the Apriori algorithm to make its potential value of the association rules visualized.The mining results show that there are 7 major themes of potential value themes of Civic and Political Education, which are Red Culture, Online Service, Competition, Real-time Exercise, Cultural Promotion, Moral Literacy, and Knowledge Learning.Based on the analysis results, corresponding management countermeasures are proposed from the three levels of spirit, education and practice, aiming to improve the management level of Civic and Political Education.

Source: International journal for housing science and its applications.

DOI: 10.70517/ijhsa463110

Author: Cheng, Peipei

Institution: Nantong Institute of Technology

Language: English

Topic: Ideological and Political Education

Subfield: Education

Field: Social Sciences

Domain: Social Sciences

SDGs: Peace, justice, and strong institutions, Quality education

Open Access status: bronze

Funder: Government of Jiangsu Province