<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Big data technology is gaining a lot of attention and research in the present day. In this article, based on big data technology, we use Spark’s big data hybrid computing model to promote family style and family education under the premise of large-scale information processing. The minimum average distance of all clusters is calculated by computing the mean and eigenvectors of the Hopkins statistic. The cohesiveness and separation of the contour coefficients on the clusters were evaluated based on the mean values. We also examine the error-squared and criterion functions and use this method to verify the positive effect of promoting family traditions and education on the minds of young people. In this paper, we get from the comparison experiment of mining algorithms: Spark algorithm mining efficiency is 200-300 higher than MR algorithm mining efficiency, and the mining efficiency is superior. Especially when the log volume is large, the efficiency enhancement effect is as high as 96.88%, which is conducive to creating a good ideological and political education environment for young people by further improving the positive role of propagating family style and family education in the ideological and political education of young people.</p>
</abstract>

Big data technology is gaining a lot of attention and research in the present day. In this article, based on big data technology, we use Spark’s big data hybrid computing model to promote family style and family education under the premise of large-scale information processing. The minimum average distance of all clusters is calculated by computing the mean and eigenvectors of the Hopkins statistic. The cohesiveness and separation of the contour coefficients on the clusters were evaluated based on the mean values. We also examine the error-squared and criterion functions and use this method to verify the positive effect of promoting family traditions and education on the minds of young people. In this paper, we get from the comparison experiment of mining algorithms: Spark algorithm mining efficiency is 200-300 higher than MR algorithm mining efficiency, and the mining efficiency is superior. Especially when the log volume is large, the efficiency enhancement effect is as high as 96.88%, which is conducive to creating a good ideological and political education environment for young people by further improving the positive role of propagating family style and family education in the ideological and political education of young people.

The positive effect of the propaganda of family ethics and family education based on big data technology on the ideological work of youth

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Big data technology is gaining a lot of attention and research in the present day. In this article, based on big data technology, we use Spark’s big data...

The positive effect of the propaganda of family ethics and family education based on big data technology on the ideological work of youth

Data publikacji: 08 maj 2023

Zakres stron: -

Otrzymano: 18 cze 2022

Przyjęty: 31 paź 2022

DOI: https://doi.org/10.2478/amns.2023.1.00235

Słowa kluczowe
Big Data Technology, Advocacy, Family Style and Family Education, Youth Thought, Spark Model

© 2023 Na Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

The positive effect of the propaganda of family ethics and family education based on big data technology on the ideological work of youth

Data publikacji: 08 maj 2023

Zakres stron: -

Otrzymano: 18 cze 2022

Przyjęty: 31 paź 2022

DOI: https://doi.org/10.2478/amns.2023.1.00235

Słowa kluczoweBig Data Technology, Advocacy, Family Style and Family Education, Youth Thought, Spark Model

© 2023 Na Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Słowa kluczowe
Big Data Technology, Advocacy, Family Style and Family Education, Youth Thought, Spark Model