The combination application of Civic Education and Big Data Internet Technology based on the background of college education reform

[1] Weinschenk, A. C., & Dawes, C. T. (2022). Civic Education in High School and Voter Turnout in Adulthood. British Journal of Political Science, 52. Search in Google Scholar

[2] Wang, J., Yang, M., & Maresova, P. (2020). Sustainable development at higher education in China: A comparative study of students’ perception in public and private universities. Sustainability, 12(6), 2158. Search in Google Scholar

[3] Han, S., & Xu, X. (2019). How far has the state ‘stepped back’: An exploratory study of the changing governance of higher education in China (1978–2018). Higher Education, 78(5), 931-946. Search in Google Scholar

[4] Guo, L., Huang, J., & Zhang, Y. (2019). Education development in China: Education return, quality, and equity. Sustainability, 11(13), 3750. Search in Google Scholar

[5] Geng, Y., & Zhao, N. (2020). Measurement of sustainable higher education development: Evidence from China. PloS One, 15(6), e0233747. Search in Google Scholar

[6] Anshu, S., Lachapelle, F., & Galway, M. (2018). The recasting of Chinese socialism: The Chinese New Left since 2000. China Information, 32(1), 139-159. Search in Google Scholar

[7] Yuldashov, I., Parpiev, O., Makhmutaliev, A., et al. (2021). Pedagogical bases of formation of physical culture and social culture in Youth. Asian Journal of Multidimensional Research, 10(11), 54-58. Search in Google Scholar

[8] Kalmoe, N. P. (2020). Uses and abuses of ideology in political psychology. Political Psychology, 41(4), 771-793. Search in Google Scholar

[9] Wang, J., Yang, Y., Wang, T., et al. (2020). Big data service architecture: A survey. Journal of Internet Technology, 21(2), 393-405. Search in Google Scholar

[10] Liu, Z. (2022). Analysis on the influence of the teaching reform of “ideological and political education in physical education” on students’ psychological anxiety in higher vocational colleges. Psychiatria Danubina, 34(suppl 4), 673-673. Search in Google Scholar

[11] Sestino, A., Prete, M. I., Piper, L., et al. (2020). Internet of Things and Big Data as enablers for business digitalization strategies. Technovation, 98, 102173. Search in Google Scholar

[12] Willemse, T. M., ten Dam, G., Geijse, F., et al. (2015). Fostering teachers’ professional development for citizenship education. Teaching and Teacher Education, 49, 118-127. Search in Google Scholar

[13] Shi, S. (2018). Correctly grasp the relationship between “curriculum ideological and political education” and ideological and political curriculum. Ideological and Theoretical Education, 11, 57-61. Search in Google Scholar

[14] Brownlee, J., Syu, J.-J., Mascadri, J., et al. (2012). Teachers’ and children’s personal epistemologies for moral education: Case studies in early years elementary education. Teaching and Teacher Education, 28(3), 440-450. Search in Google Scholar

[15] Wan, L., & Yao, Y. (2018). “Ideological and political courses” and “curriculum ideological and political courses” teaching content in the same direction. China University Teaching, 12, 52-55. Search in Google Scholar

[16] Jabal-Ameli Foroushani, Z., Mahini, F., & Yousefy, A. R. (2012). Moral education as learner’s need in the 21st century: Kant ideas on education. Social and Behavioral, 47, 244-249. Search in Google Scholar

[17] YANG, G. (2021). Exploration and practice of ideological and political teaching reform methods in postgraduate courses. Computer Education, 2021(03), 73-75. Search in Google Scholar

[18] JIANG, D. (2021). Research on the implementation strategy of ideology and politics in computer major courses. Computer Education, 2021(03), 85-89. Search in Google Scholar

[19] Hancock, J. T., & Khoshgoftaar, T. M. (2020). CatBoost for big data: An interdisciplinary review. Journal of Big Data, 7(1), 1-45. Search in Google Scholar

[20] Adadi, A. (2021). A survey on data-efficient algorithms in the big data era. Journal of Big Data, 8(1), 1-54. Search in Google Scholar

[21] Ngiam, K. Y., & Khor, W. (2019). Big data and machine learning algorithms for health-care delivery. The Lancet Oncology, 20(5), e262-e273. Search in Google Scholar

[22] Završnik, A. (2021). Algorithmic justice: Algorithms and big data in criminal justice settings. European Journal of Criminology, 18(5), 623-642. Search in Google Scholar

[23] Sinaga, K. P., & Yang, M. S. (2020). Unsupervised K-means clustering algorithm. IEEE Access, 8, 80716-80727. Search in Google Scholar

[24] Yuan, C., & Yang, H. (2019). Research on K-value selection method of K-means clustering algorithm. J, 2(2), 226-235. Search in Google Scholar

[25] Ran, X., Zhou, X., Lei, M., et al. (2021). A novel k-means clustering algorithm with a noise algorithm for capturing urban hotspots. Applied Sciences, 11(23), 11202. Search in Google Scholar

[26] Ran, X., Zhou, X., Lei, M., et al. (2021). A novel k-means clustering algorithm with a noise algorithm for capturing urban hotspots. Applied Sciences, 11(23), 11202. Search in Google Scholar

[27] Sinaga, K. P., & Yang, M. S. (2020). Unsupervised K-means clustering algorithm. IEEE Access, 8, 80716-80727. Search in Google Scholar

[28] Janani, R., & Vijayarani, S. (2019). Text document clustering using spectral clustering algorithm with particle swarm optimization. Expert Systems with Applications, 134, 192-200. Search in Google Scholar

[29] Ahmed, M., Seraj, R., & Islam, S. M. S. (2020). The k-means algorithm: A comprehensive survey and performance evaluation. Electronics, 9(8), 1295. Search in Google Scholar

[30] Abernathy, A., & Celebi, M. E. (2022). The incremental online k-means clustering algorithm and its application to color quantization. Expert Systems with Applications, 207, 117927. Search in Google Scholar

[31] Xu, C., Wang, C., & Yang, N. (2019). The supply-side precision reform and innovation of ideological and political education in colleges based on big data technology. In 4th International Conference on Modern Management, Education Technology and Social Science (MMETSS 2019) (pp. 637-643). Atlantis Press. Search in Google Scholar

[32] Yunjie, J. (2021). Research on the practice of college English classroom teaching based on internet and artificial intelligence. Journal of Intelligent and Fuzzy Systems, 1-10. Search in Google Scholar