The Historical Evolution of Marxist Ideas on Civic Education Based on the Cognitive Mapping Construct-Reference-Cited by-同舟云学术

The Historical Evolution of Marxist Ideas on Civic Education Based on the Cognitive Mapping Construct

Published:2023-10-30 Issue:1 Volume:9 Page:
ISSN:2444-8656
Container-title:Applied Mathematics and Nonlinear Sciences
language:en
Short-container-title:

Author:

Liu Lu¹

Affiliation:

1. 1 School of Marxism , Shandong Youth University of Political Science , Jinan, Shandong, 250103 , China .

Abstract

Abstract In today’s rapidly changing society, exploring the historical evolution of Marxist ideology in Civic Education can provide a more comprehensive understanding of the subject. In this paper, oriented to Civic Education, we use crawlers and other related technologies to obtain a Civic Text Corpus and complete the acquisition of Civic entities based on the BiLSTMCRF model for its annotation and collection. The acquired entities are divided into unstructured and semi-structured data, and the former is used to extract the relational triad by crawling technology, while the latter is obtained with the help of dependency syntactic analysis. Based on the analysis of the constructed cognitive map of Civic Education, the word “construction” in Marxist Civic Education in the 21st century has the highest degree of enthusiasm, reaching 0.191, followed by “student”, with a degree of enthusiasm of 0.150.

Publisher

Walter de Gruyter GmbH

Subject

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

Link

https://www.sciendo.com/pdf/10.2478/amns.2023.2.00890

Reference17 articles.

1. Feng, L., & Dong, Y. (2022). Teaching quality analysis of college ideological and political education based on deep learning. Journal of Interconnection Networks.

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

3. Song, B., & Qiu, R. (2020). The influence of digital virtual technology on contemporary college students’ ideological and political education. IEEE Access, PP(99), 1-1.

4. Li, J., Chen, X., You, L., Chen, Q., & Lee, G. (2018). An analysis on the factors affecting the satisfaction degree of the system of the ideological and political curriculum in general education in chinese junior colleges of science and technology. Matec Web of Conferences, 228.

5. Li, C. Y., & Zheng, L. (2021). Analysis of tai chi ideological and political course in university based on big data and graph neural networks. Scientific Programming, 2021(1), 1-9.