Visualization Analysis of AI-Enabled Ideological and Political Education in Higher Education Based on CiteSpace

Keywords: AI-Enabled Education, Bibliometric Analysis, CiteSpace Software, Higher Education, Ideological and Political Education

Abstract

This study adopts CiteSpace software to conduct a visualization analysis of artificial intelligence-enabled (AI-enabled) ideological and political educational literature obtained from the China National Knowledge Infrastructure (CNKI) database from 2018 to 2024. The results showed that the number of journal articles regarding AI-enabled ideological and political education exhibits a consistent upward trend. The main authors have not yet formed a scale effect and the degree of collaboration among them was limited. In addition, the research hotspots primarily focused on artificial intelligence-related technologies to improve ideological and political education scenarios and the reform paths of high-educational courses. The findings of this study suggest that future research should consider incorporating interdisciplinary collaboration, technological integration and innovation, and the construction of the curriculum system that contributes to AI-enabled ideological and political education.

Downloads

Download data is not yet available.

Author Biographies

Qi Zhang

Business School, Xuzhou University of Technology. China.

Yue Gong

Faculty of Hospitality and Tourism, Shanxi Vocational University of Culture and Tourism. China.

Lei Wang

Faculty of Hospitality and Tourism, Xuzhou University of Technology. China.

This is an open access article, licensed under CC-BY-SA

Creative Commons License
Published
        Views : 234
2025-06-28
    Downloads : 185
How to Cite
[1]
Q. Zhang, Y. Gong, and L. Wang, “Visualization Analysis of AI-Enabled Ideological and Political Education in Higher Education Based on CiteSpace”, International Journal of Humanities, Management and Social Science, vol. 8, no. 1, pp. 37-48, Jun. 2025.
Section
Articles

References

S. Ouyang, W. Zhang, J. Xu, A. M. Rashid, S. P. How, and A. B. Hassan, "Unmasking the challenges in ideological and political education in China: A thematic review," Heliyon, vol. 10, no. 8, p. e29176, 2024/04/30/ 2024.

M. Svensson, "Chinese youth and the communist party of China: Cultivating a loyal generation through ideological and political education," China: An International Journal, vol. 21, no. 2, pp. 72-91, 2023.

G. Liu, "The ways and methods of ideological and political education for postgraduates," Advances in Educational Technology and Psychology, vol. 5, pp. 80-87, 2021.

Z. Hu and J. Li, "Innovative methods for ideological and political education of college students," Educational Sciences: Theory & Practice, vol. 18, no. 5, pp. 2069-2078, 2018.

Ministry of Education of the People's Republic of China. In the past ten years, MOOCs have achieved the world's leading position in terms of both the number of courses built and the scale of application [Online] Available: http: //www.moe.gov.cn/jyb_xwfb/xw_zt/moe_357/2023/ 2023_zt01/mtbd/202302/t20230212_1043924.html. [Accessed: April 2025].

L. Wang, Q. Zhang, and Y. Gong, "Determinants of university students’ attitudes and intentions toward artificial intelligence education," International Journal of Education, Science, Technology, and Engineering, vol. 7, no. 2, pp. 87-97, 2024.

T. Zhang, X. Lu, X. Zhu, and J. Zhang, "The contributions of AI in the development of ideological and political perspectives in education," Heliyon, vol. 9, no. 3, p. e13403, 2023/03/01/ 2023.

N. Wang, "Ideological and political education recommendation system based on AHP and improved collaborative filtering algorithm," Scientific Programming, vol. 2021, no. 1, p. 2648352, 2021/01/01 2021.

Y. Li and W. Dan, "The realization of ideological and political education in college English based on cultural confidence," Creative Education, vol. 11, no. 11, pp. 2193-2198, 2020.

F. Chen, "Study on ideological and political education," in The 2nd International Conference on Education, Management and Information Technology, Jinan, China, 2015, vol. 35: Atlantis Press, pp. 243-247, 2015.

Z. Lv, C. Zhou, and C. Zhou, "Design and implementation of ideological and political education evaluation system," Journal of Physics: Conference Series, vol. 1176, p. 042067, 2019.

L. Li, "Teaching of ideological and political education for college students from the perspective of culture," in The 3rd International Conference on Social Science, Management and Economics, Guangzhou, China, 2017, pp. 656-661.

J. Wang, "Analysis of challenges and countermeasures of ideological and political education in colleges and universities in the new era," Journal of Higher Education Research, vol. 2, no. 6, pp. 371-374, 2021.

X. Ruan and X. Yang, "Integrating ideological and political education into curriculum development in the new era: Perspectives from English as a foreign language teaching in universities of China," Open Journal of Modern Linguistics, vol. 14, no. 3, pp. 344-352, 2024.

G. Zheng, "Construction of ideological and political education in universities based on intelligent digital education," Advances in Educational Technology and Psychology, vol. 8, no. 1, pp. 45-54, 2024.

L. Wang, Q. Zhang, M.-J. Ye, P. P. W. Wong, and Y. Gong, "Green hotels visit intention among young adults: Integrating the familiarity, novelty, trust, perceived risk, and theory of planned behaviour," Humanities and Social Sciences Communications, vol. 11, no. 1, p. 1390, 2024/10/19 2024.

L. Wang, X.-F. Tan, Z.-X. Wang, and P. P. W. Wong, "Factors influencing students' cheating behaviours: An empirical evidence from China," International Journal of Education, Science, Technology, and Engineering, vol. 6, no. 1, pp. 10-20, 2023.

Z. Rui, "Research on evaluation system of ideological and political education of college students based on decision system," Soft Computing, vol. 26, no. 20, pp. 10805-10812, 2022/10/01 2022.

Y. Yu, "On the ideological and political education of college students in the new media era," Open Journal of Social Sciences, vol. 10, pp. 1-14, 2022.

M. Gong and L. Zuo, "Research on college students' ideological and political education in the new media era," Creative Education, vol. 11, pp. 881-884, 2020.

H. Zhang and C. Yuan, "Research on university students' ideological and political education in the new era," Open Journal of Social Sciences, vol. 8, pp. 217-221, 2020.

T. Chen, "Research on the dilemma and breakthrough path of ideological and political education in colleges and universities in the era of big data," Journal of Higher Education Research, vol. 3, no. 2, pp. 203-206, 2022.

Y. K. Dwivedi et al., "Artificial intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy," International Journal of Information Management, vol. 57, p. 101994, 2021/04/01/ 2021.

Z. Chen and X. Xia, "The top-level design strategy of “curriculum civics” in the new era of universities based on machine learning under the perspective of communication science," Security and Communication Networks, vol. 2022, no. 1, p. 4879361, 2022/01/01 2022.

H. Ye, "A review on the application of virtual reality technology in ideological and political teaching," in The 2nd International Conference on Artificial Intelligence and Education, Dali, China, 2021, pp. 712-715.

C. Chen, "Searching for intellectual turning points: Progressive knowledge domain visualization," Proceedings of the National Academy of Sciences, vol. 101, no. suppl_1, pp. 5303-5310, 2004.

C. Chen, "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, vol. 57, no. 3, pp. 359-377, 2006.

Y. Gao, Y. Xu, Y. Zhu, and J. Zhang, "An analysis of the hotspot and frontier of mine eco-environment restoration based on big data visualization of VOSviewer and CiteSpace," Geological Bulletin of China, vol. 37, no. 12, pp. 2144-2153, 2018.

S. McKay, "Social policy excellence – Peer review or metrics? Analyzing the 2008 research assessment exercise in social work and social policy and administration," Social Policy & Administration, vol. 46, no. 5, pp. 526-543, 2012.

P. T. Nicholls, "Price's square root law: Empirical validity and relation to Lotka's law," Information Processing & Management, vol. 24, no. 4, pp. 469-477, 1988/01/01/ 1988.

A. G. Özkil, L. S. Jensen, and C. A. Hansen, "What difference does an academic makerspace make? A case study on the effect and outreach of DTU Skylab," Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 34, no. 3, pp. 327-340, 2020.

W. Liu and C. He, "Curriculum-based ideological and political education: Research focuses and evolution," International Education Studies, vol. 15, no. 5, pp. 28-35, 2022, doi: 10.5539/ies.v15n5p28.