Micro-Transmission Mode Analysis of Ideological and Political Education under Big Data Background

H. Shuang
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Abstract

Based on the theory of micro propagation path of ideological and political education in colleges and universities, this paper excavates the frequent patterns in the information dissemination tree represented by micro-blog, and analyzes the mode in the information theme dimension. Based on the formal description of attribute graph and information communication graph of social network, the application of MltreeMiner algorithm in ideological and political education communication mode is discussed. In the theme dimension, the frequent communication mode is analyzed to explore the relationship between the theme and the communication mode. Finally, mining the information dissemination mode of social network on the real data set, and analyzing the relationship between the theme and the information dissemination mode, we acquire the distribution of the theme under each dissemination mode, and provide a useful reference for analyzing the actual effect of Ideological and political education under big data background.
大数据背景下思想政治教育的微传播模式分析
本文以高校思想政治教育微传播路径理论为基础,挖掘以微博为代表的信息传播树中的频繁模式,并在信息主题维度上对其模式进行分析。在对社会网络属性图和信息传播图进行形式化描述的基础上,探讨了MltreeMiner算法在思想政治教育传播模式中的应用。在主题维度上,分析频繁的交际方式,探讨主题与交际方式之间的关系。最后,挖掘社交网络在真实数据集上的信息传播模式,分析主题与信息传播模式之间的关系,获得各传播模式下主题的分布情况,为分析大数据背景下思想政治教育的实际效果提供有益的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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