Application of Big Data Technology to Evaluate Gray Correlation Entropy in higher Education Sector

Authors

DOI:

https://doi.org/10.4108/eetsis.4448

Keywords:

ideological and political competence in colleges and universities, gray correlation entropy by AI, index system, ideological and political competence capacity

Abstract

INTRODUCTION: The quality of ideological and political competence in colleges and universities is crucial to cultivating socialist builders and successors with all-round development of morality, intelligence, physical fitness, and aesthetics.

OBJECTIVES: To scientifically evaluate the capacity of ideological and political competence in colleges and universities, adopt the evaluation method based on gray correlation entropy in AI to construct a complete indicator system that comprehensively reflects multiple aspects of ideological and political competence in colleges and universities.

METHODS: By quantitatively analyzing the indicators and comprehensively considering the weights and degree of correlation of the hands, the evaluation results of the ideological and political competence capacity of colleges and universities can be derived, and this method can objectively and scientifically assess the strengths and weaknesses of the ideological and political competence capacity of colleges and universities and provide colleges and universities with the basis for improving and optimizing ideological and political competence.

RESULTS: The evaluation method based on gray correlation entropy in the context of AI helps to improve the quality and effect of ideological and political competence in colleges and universities and promotes the overall improvement of students' ideological and political quality, as seen through the analysis of examples.

CONCLUSION: The evaluation method also provides new ideas and plans for the research of the ideological and political competence capacity of colleges and universities, which has strong feasibility and practicality and offers colleges and universities the basis for the scientific evaluation of ideological and political competence, which helps to improve the quality and level of ideological and political competence in colleges and universities.

References

Liu, Xu, Zhao Xiantong, and Hugh Starkey. "Ideological and political competence in Chinese Universities: structures and practices." Asia Pacific Ideological and political competence in Chinese Universities: structures and practices." Asia Pacific Journal of Competence 43.2 (2023): 586-598.

Kong, Lingyun. "Innovative research on ideological and political competence in universities from the psychology perspective." Psychiatria Danubina 33. suppl 6 (2021): 269-271.

Jia, Qiaoxia. "The challenges and reform ways of ideological and political competence in colleges and universities." Journal of Contemporary Educational Research 3.1 (2019): 39-42.

Men, Shuyuan, and Chao Yuan. "The Ideological and Political Competence in Colleges and Universities Based on the Concept of Cooperative Competence." 2021. 2nd Asia-Pacific Conference on Image Processing, Electronics and Computers. 2021.

Wang, Jun. "Analysis of challenges and countermeasures of ideological and political competence in colleges and universities in the new era." Journal of Higher Education Research 2.6 (2021): 498-534.

Liu, Guangxin. "The ways and methods of ideological and political competence for postgraduates." Advances in Competenceal Technology and Psychology 5.3 (2021): 80-87.

Ding, Yunxia, Wei Zeng, and Zhen Ning. "Quality evaluation of ideological and political competence in universities based on BP neural network." Computational Intelligence and Neuroscience 2022 (2022).

Tao, Tingma, and Xinyu Lv. "Construction of ideological and political competence in colleges and universities based on the smartphone carrier." Security and Communication Networks 2022 (2022): 1-8.

Zhang Li. Exploring the Quality Evaluation of Ideological and Political Competence Work in Colleges and Universities in the New Era--Reviewing the Research on the Quality Evaluation of Ideological and Political Competence Work in Colleges and Universities in the New Era[J]. Chinese Journal of Competence,2023(09):124.

Chen, Tong. "Research on the dilemma and breakthrough path of ideological and political competence in colleges and universities in the era of big data." Journal of Higher Education Research 3.2 (2022): 203-206.

Xiaoyang, Huang, et al. "Effectiveness of ideological and political competence reform in universities based on data mining artificial intelligence technology." Journal of Intelligent & Fuzzy Systems 40.2 (2021): 3743-3754.

Li, C., Zhao, G., Meng, J., Zheng, Z., & Yu, S. (2021). The multi-objective optimization strategy is based on entropy weight, grey correlation theory, and response surface method—Journal of Industrial Engineering, 28(5).

Chen Yanfei, AI Jie, CHE Jun et al. Modeling of mechanical properties and pore structure of concrete under freeze-thaw action based on gray correlation entropy in the context of AI[J/OL]. China Test:1-8[2023-10-20]. http://kns.cnki.net/kcms/detail/51.1714.tb.20230926.1608.002.html.

Guo Xiaofan, HAN Jie, MI Tingting, et al. Analyse mechanical properties of recycled concrete based on gray correlation entropy in the context of AI[J]. Concrete,2022(12):11-16.

Chen Xiaodong, Yang Xiaoxia. The impact of digital economy development on industrial structure upgrading - A study based on gray correlation entropy in the context of AI and dissipative structure theory[J]. Reform,2021(03):26-39.

Yan, Xiaoyan, Min Luo, and Changbiao Zhong. "Evaluation of rural tourism development level based on entropy-weighted grey correlation analysis: the case of Jiangxi Province." Grey Systems: Theory and Application (2023).

Ding, Yunxia, Wei Zeng, and Zhen Ning. "Quality evaluation of ideological and political competence in universities based on BP neural network." Computational Intelligence and Neuroscience 2022 (2022).

Lv, Zhenyuan, Changjun Zhou, and Chunye Zhou. "Design and implementation of ideological and political competence evaluation system." Journal of Physics: Conference Series. vol. 1176. no. 4. IOP Publishing, 2019.

Chen Yuanyuan. Factor analysis of college counselors' professional competence based on explanatory structure model[J]. Journal of Corps Competence College,2020,30(04):30-34.

Lv, Qing, and Zhiyang Wu. "Evaluation of economic vitality of Beijing and analysis of influencing factors based on entropy method and grey correlation analysis model." Open Journal of Social Sciences 8.04 (2020): 445.

Yan, R., Tong, W., Jiaona, C., Alteraz, H. A., & Mohamed, H. M. (2021). Evaluation of factors influencing energy consumption in water injection system based on entropy weight-grey correlation method. Applied Mathematics and Nonlinear Sciences, 6(2), 269-280.

Downloads

Published

22-11-2023

How to Cite

1.
Wang L. Application of Big Data Technology to Evaluate Gray Correlation Entropy in higher Education Sector. EAI Endorsed Scal Inf Syst [Internet]. 2023 Nov. 22 [cited 2024 May 19];11(2). Available from: https://publications.eai.eu/index.php/sis/article/view/4448