Application of Data Analysis Technology Based on Apriori Algorithm in Ideological and political Education
Pages 389 - 395
Abstract
Information technology and its application are hot topics in the current major application fields. Firstly, this paper explains the connotation and function of data analysis. Secondly, this paper examines the crucial role of utilizing data analysis technology in ideological and political education, enhances the effectiveness of ideological and political education, and improves the scientific nature of ideological and political education. Thirdly, the fundamental process and model of data analysis technology embedded in ideological and political teaching education are clarified from seven key aspects, including a clear definition of the purpose of data analysis, methods of data collection, processing, and other related aspects. Finally, some practical methods are proposed, including utilizing data to enhance the precision of ideological and political teaching, employing information technology to promote the innovation of ideological and political education, and employing intelligence to improve the humanization of ideological and political teaching. These methods offer an effective reference for the further reform and development of ideological and political courses in the context of the rapid development of the internet in the future.
References
[1]
Ma, R., Chen, X. 2023. Intelligent Education Evaluation Mechanism on Ideology and Politics with 5G: PSO-Driven Edge Computing Approach. Wireless Networks, 29(2):685-696.
[2]
Zhou, H. J., Yin, B. Q., Zhou, X. 2017. Research on Innovation Modes of Ideological and Political Work in Colleges under the Context of Informationization. Agro Food Industry Hi Tech, 28(1):218-221.
[3]
Hain, D., Jurowetzki, R., Lee, S., Zhou, Y. 2023. Machine Learning and Artificial Intelligence for Science, Technology, Innovation Mapping and Forecasting: Review, Synthesis, and Applications. Scientometrics: An International Journal for All Quantitative Aspects of the Science of Science Policy,128(3):1465-1472.
[4]
Wang, J., Zhao, B. 2021. Intelligent System for Interactive online Education based on Cloud Big Data Analytics.Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 40(2):2839-2849.
[5]
Zhu, G. P., Zhu, G. H., Zhang, J. H. 2021. Computer Simulation of Ideological and Political Teaching under Big Data of Complexity. Complexity, (10):1-13.
[6]
Kure, A. E., Brevik, L.M., Blikstad-Balas, M. 2023. Digital Skills Critical for Education: Video Analysis of Students’ Technology use in Norwegian Secondary English Classrooms. Journal of Computer Assisted Learning, 39(1)269-285.
[7]
Lam, C., 2016. Correspondence Analysis: A Statistical Technique Ripe for Technical and Professional Communication Researchers. IEEE Transactions on Professional Communication, 59(3) :299-310.
[8]
Park, S. U. 2019. Keyword Analysis of Data Technology Using Big Data Technique. Journal of Korea Technology Innovation Society, 22(2):265-281.
[9]
Zhang, R. B., Zhao, W. Y., Wang, Y. X. 2021. Big Data Analytics for Intelligent online Education. Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 2021, 40(2):2815-2825.
[10]
Mcgowan, L. D., Peng, R.D. Hicks, S.C. 2023. Design Principles for Data Analysis, Journal of Computational and Graphical Statistics, (2):754-761.
Index Terms
- Application of Data Analysis Technology Based on Apriori Algorithm in Ideological and political Education
Recommendations
Construction and analysis of ideological and political education reform path based on data mining
ICISCAE 2021: 2021 4th International Conference on Information Systems and Computer Aided EducationTaking the functional characteristics and value advantages of big data as the focus, this paper explains the value fit between big data and ideological and political education of colleges and universities and the new opportunities brought by it by ...
Web-Based Ideological and Political Education System Design and Application
Ideological and political education in colleges and universities is an important way to enhance students’ ideological and political quality and promote their all-around education. It plays an important and positive role in personnel training. To improve ...
Application Analysis of Multi-Intelligence Optimization Decision-Making Method in College Students’ Ideological and Political Education System
Today’s society is a society with diversified information. The rapid change of information also affects the ideological and political education in universities. Therefore, the fixed thinking of ideological and political education in universities tells ...
Comments
Information & Contributors
Information
Published In
December 2023
1132 pages
ISBN:9798400716157
DOI:10.1145/3660043
Copyright © 2023 ACM.
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 30 May 2024
Check for updates
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
ICIEAI 2023
ICIEAI 2023: 2023 International Conference on Information Education and Artificial Intelligence
December 22 - 24, 2023
Xiamen, China
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 5Total Downloads
- Downloads (Last 12 months)5
- Downloads (Last 6 weeks)2
Reflects downloads up to 09 Aug 2024
Other Metrics
Citations
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format