Quantitative Analysis and Model Optimisation Research on the Enhancement of the Effect of Students’ Civic and Political Education in Colleges and Universities
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Levin, I., & Mamlok, D. (2021). Culture and society in the digital age. Information, 12(2), 68.Search in Google Scholar
Zhao, L. (2021). Event prediction in the big data era: A systematic survey. ACM Computing Surveys (CSUR), 54(5), 1-37.Search in Google Scholar
Rawat, D. B., Doku, R., & Garuba, M. (2019). Cybersecurity in big data era: From securing big data to data-driven security. IEEE Transactions on Services Computing, 14(6), 2055-2072.Search in Google Scholar
Adadi, A. (2021). A survey on data‐efficient algorithms in big data era. Journal of Big Data, 8(1), 24.Search in Google Scholar
Huda, M., Maseleno, A., Shahrill, M., Jasmi, K. A., Mustari, I., & Basiron, B. (2017). Exploring adaptive teaching competencies in big data era. International Journal of Emerging Technologies in Learning, 12(3).Search in Google Scholar
Yukun, Z. (2020, October). Analysis and system construction of ideological and political education teaching mode based on wechat platform. In 2020 13th International Conference on Intelligent Computation Technology and Automation (ICICTA) (pp. 449-452). IEEE.Search in Google Scholar
Zhu, C., Yang, Z., Wang, D., Liu, X., & Liu, M. (2017, April). Research on Ubiquitous Learning Platform Based on Intelligent Mobile Terminal. In 7th International Conference on Education, Management, Information and Mechanical Engineering (EMIM 2017) (pp. 548-552). Atlantis Press.Search in Google Scholar
Duan, L. B. (2020, December). The design of ideological and political classroom teaching resource sharing system based on streaming media technology. In 2020 IEEE International Conference on Industrial Application of Artificial Intelligence (IAAI) (pp. 561-566). IEEE.Search in Google Scholar
Xie, W., & Liu, F. (2022, October). Personalized Accurate Recommendation Algorithm of Ideological and Political Teaching Multimedia Resources Based on Mobile Learning. In 2022 Global Reliability and Prognostics and Health Management (PHM-Yantai) (pp. 1-8). IEEE.Search in Google Scholar
Yingcong, Y. (2023). Research on Ideological and Political Education in Colleges and Universities under Artificial Intelligence. Frontiers in Educational Research, 6(25).Search in Google Scholar
Zhang, S., Li, J., & Jodylf, M. (2019). The related factors analysis of ideological and political effectiveness in self-media based on data mining. Journal of Intelligent & Fuzzy Systems, 37(3), 3247-3255.Search in Google Scholar
Chen, L., & Gu, H. (2022, July). Balanced Allocation of Ideological and Political Network Teaching Resources in Universities Based on Big Data Clustering. In International Conference on E-Learning, E-Education, and Online Training (pp. 199-215). Cham: Springer Nature Switzerland.Search in Google Scholar
Owusu-Agyeman, Y., & Fourie-Malherbe, M. (2021). Students as partners in the promotion of civic engagement in higher education. Studies in Higher Education, 46(6), 1241-1255.Search in Google Scholar
Xinran, Z. (2023). Discussion on the ideological and political education methods of college students under the micro-network environment. Adult and Higher Education, 5(14), 70-73.Search in Google Scholar
Gao, Y., Wang, B., Xu, P., Lv, Z., Jiao, J., & Liu, N. (2024). Big Data Analysis Based on the Evaluation of College Students’ Civic Web. Journal of Combinatorial Mathematics and Combinatorial Computing, 120, 265-274.Search in Google Scholar
Yue, S., Wei, J., Aziz, H., & Liew, K. (2023). A study on the effectiveness of self-assessment learning system of ideological and political education for college students. Learning and Motivation, 84, 101929.Search in Google Scholar
Qin, R. (2021, June). Interactive effect evaluation model based on neural network in the guiding of online ideological education. In 2021 5th International Conference on Trends in Electronics and Informatics (ICOEI) (pp. 836-839). IEEE.Search in Google Scholar
Fan, L., & Zhang, G. (2021, December). Ideological-Political Construction and Practice of “Modern Climatology” Based on Big Data. In 2021 International Conference on Social Sciences and Big Data Application (ICSSBDA 2021) (pp. 230-234). Atlantis Press.Search in Google Scholar
Huang, S. (2021, December). Research on the Design and Application of College Students’ Ideological and Political Education APP. In 2021 3rd International Conference on Internet Technology and Educational Informization (ITEI) (pp. 151-156). IEEE.Search in Google Scholar
Qinan, Y. (2024). Research on Wisdom-based Ideological and Political Education Construction in Higher Education in the Era of Artificial Intelligence. Adult and Higher Education, 6(1), 15-21.Search in Google Scholar
Jiang, W., & Yuankun, R. (2023, August). Dynamic Early Warning System of Ideology Education Based on Psychological Big Data Analysis. In EAI International Conference, BigIoT-EDU (pp. 326-333). Cham: Springer Nature Switzerland.Search in Google Scholar
Ghaith Al Tameemi,James Xue,Israa Hadi Ali & Suraj Ajit. (2024). A Hybrid Machine Learning Approach for Predicting Student Performance Using Multi-class Educational Datasets. Procedia Computer Science888-895.Search in Google Scholar
Jie Gao,Dolores D. Borras & Beverly T. Caiga. (2024). The Practice of SPSS-based Correlation Analysis in English Teaching Research: An Exploration of the Relationship between Classroom Teaching and Student Achievement. Applied Mathematics and Nonlinear Sciences(1).Search in Google Scholar
Zhang Jiahao & Wang Honglin. (2023). Analysis of CLARANS Algorithm for Weather Data Based on Spark. College of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, 210044, China(2),2427-2441.Search in Google Scholar
Schubert Erich & Rousseeuw Peter J. (2021). Fast and eager [formula omitted]-medoids clustering: [formula omitted] runtime improvement of the PAM, CLARA, and CLARANS algorithms. Information Systems.Search in Google Scholar