The Construction of Digital Management Platform for Civic and Political Education for Future College Education and Its Intelligent Teaching Practice

被引:0
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作者
Wu, Juan [1 ]
Ma, Fei [1 ]
机构
[1] School of Marxism, Chengdu University of Traditional Chinese Medicine, Sichuan, Chengdu,610000, China
关键词
Association rules - Students;
D O I
10.2478/amns-2024-3172
中图分类号
学科分类号
摘要
Civic education in colleges and universities is facing the transformation of digital management mode, and this paper proposes to build a whole-process autonomous multi-dimensional fusion platform for the implementation and management of civic education in colleges and universities. The platform takes the big data analysis layer, object application layer and service management layer as the overall structure, builds the dynamic database of the Civic and Political Education program, and superimposes the tripartite comprehensive evaluation database. This paper improves the Apriori algorithm for association rules and applies the improved algorithm to the management platform for information mining. Intelligent teaching practices are designed based on the digital management platform, and their teaching effectiveness is analyzed. The performance of the Apriori algorithm before and after optimization is compared, and with the optimized algorithm, the execution efficiency is improved by about 10% to 15%. Students using the Civics education platform showed significant differences at the 1% level in all three dimensions of cognitive load, learning motivation, and mind-flow experience compared to students in the traditional teaching mode. © 2024 Juan Wu et al., published by Sciendo.
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