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Empirical Analysis of Civic Parenting in Colleges and Universities Combining Students’ Psychological Cognitive Characteristics
Applied mathematics and nonlinear sciences, 2024-01, Vol.9 (1)
[Peer Reviewed Journal]
ISSN: 2444-8656 ;EISSN: 2444-8656 ;DOI: 10.2478/amns.2023.2.01444
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Title:
Empirical Analysis of Civic Parenting in Colleges and Universities Combining Students’ Psychological Cognitive Characteristics
Author:
Zhao, Zhenyi
Subjects:
97Q30
;
Clausal classifiers
;
Data mining algorithms
;
Profile coefficients
;
Psycho-cognitive characteristics
;
Teaching evaluation system
Is Part Of:
Applied mathematics and nonlinear sciences, 2024-01, Vol.9 (1)
Description:
This paper establishes a psychological cognition-based model of Civic Education and obtains a basic training corpus through contour coefficients, which is preprocessed according to the basic classification criteria. Based on the Chinese participle classifier, a data mining algorithm was used to identify the standardized labels in the text. In the test application stage, the overall scope of course recommendations is set, and the best teaching program is produced according to the degree of influence of teaching quality. The teaching evaluation system’s performance can be improved by using gray correlation based on user feedback on classification results. In the analysis of correlation and influence factors, students focus on learning Introduction to the Fundamental Principles of Marxism and Mao Zedong Thought, with a learning rate of 93.3%, and the weight value of the combination of teaching and research business force and teaching reform is higher than the standard of 0.6. The loading value of curriculum setting and educational resource allocation is 0.865 and 0.898, respectively. Colleges and universities can enhance their teaching programs by integrating students’ psycho-cognitive characteristics.
Publisher:
Sciendo
Language:
English
Identifier:
ISSN: 2444-8656
EISSN: 2444-8656
DOI: 10.2478/amns.2023.2.01444
Source:
De Gruyter Open Access Journals
DOAJ Directory of Open Access Journals
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