The Path of Civic Education and Intelligent Strategies for Counselors in the Background of Artificial Intelligence

被引：0
作者：
Dong T. [1 ]
He T. [2 ]
Pang F. [1 ]
机构：
[1] School of information Science and Technology, School of Cyber Security, Guangdong University of Foreign Studies, Guangdong, Guangzhou
[2] College of Art, Guangdong University of Foreign Studies, Guangdong, Guangzhou
来源：
Applied Mathematics and Nonlinear Sciences | 2024年 / 9卷 / 01期
关键词：
Artificial intelligence; Civic education; Collaborative filtering recommendation algorithm; Intelligent platform; Spark big data;
D O I：
10.2478/amns.2023.2.00821
中图分类号：
学科分类号：
摘要：
In this paper, starting from Civic Education under the conditions of artificial intelligence application, an intelligent platform for counselors is constructed as a path for Civic Education, in which Spark's big data platform is used to collect and organize the data. A collaborative filtering recommendation algorithm with a hybrid self-coding network model is proposed, and a recommendation service framework is built based on this algorithm and recommendation algorithm evaluation index to realize personalized recommendations of educational resources. The empirical analysis was conducted for the platform constructed in this paper, and the results showed that the intelligent platform for counselors and the learning analytics platform were used by most teachers of college Civics courses, accounting for 55.64% and 43.25%, respectively, and compared with the traditional teaching mode, the intelligent platform teaching was more popular among teachers and students. © 2023 Ting Dong, Tao He and Feixia Pang, published by Sciendo.
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