Research on the Mechanism of Dual Integration and Promotion of Confucian Moral Education Thought and College Students’ Civic Education Based on Data Fusion Model

This paper uses Data fusion technology to integrate Confucian moral education with Civic Education. Different information sources are detected, and their parameter states are estimated using a weighted estimation algorithm. Principal component analysis is used to linearly transform the original info...

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Bibliographic Details
Published in:Applied mathematics and nonlinear sciences 2024-01, Vol.9 (1)
Main Author: Liu, Qianyi
Format: Article
Language:English
Subjects:
97Q70
Confidence function
D-S combination theory
Data fusion
Principal component analysis
Weighted estimation
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Summary:This paper uses Data fusion technology to integrate Confucian moral education with Civic Education. Different information sources are detected, and their parameter states are estimated using a weighted estimation algorithm. Principal component analysis is used to linearly transform the original information and calculate the weight values of the main feature vectors. The trust function is established using the D-S combination theory to achieve the fusion of knowledge structures. The results show that the average access rate of the teaching platform constructed based on data fusion reached 89.2% per week, and the average number of platform hits was around 716 per week. It shows that the integration of Confucian moral education ideas has enriched the content of Civic Education for college students and realized the teaching mechanism of double integration and double promotion.
ISSN:2444-8656
2444-8656
DOI:10.2478/amns.2023.2.00742