Poor teaching effectiveness is currently a major concern in China’s colleges and universities. The Fifth Generation (5G) Internet era has ushered in significant changes in lifestyle, culture, and work, and its convenience and efficacy have supported civilization’s rapid progress. It has brought with it a host of difficulties, as well as new changes and benefits for university students’ ideological and political education (IPE). However, the openness and dispersion of the Internet have certain negative consequences, particularly in terms of IPE in institutions, where the consequences are severe. We propose a 5G-based IPE in this paper. In the opening, we collect the dataset to initialize the proposed flow. The collected dataset can be preprocessed using normalization. After the input education details have been preprocessed, the education detail is grouped by utilizing the Hierarchical K-means (HK) technique. The aspects can then be extracted using the variational autoencoder (VAE). After it has been reviewed for viability, the data can be stored in a database for future research. Then, using the Boosted TCP (BTCP) protocol, the workable data can be sent to the identity of the student and also the BTCP used to convert data effectively. The presentation of this protocol improved using Enhanced fruit fly optimization (EFFO). Performances such as throughput, good-put, transmission rate, and execution time are discussed, and the results are compared to those of other studies.
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