Explore the Influence of Politics on Cultural Attention Based on Sentiment Analysis of Social Network Data

Yufan Song, Jianlu Hu, Huilin Yuan
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Abstract

With the increasingly frequent cultural exchanges between China and foreign countries, more and more Chinese people advocate western festivals. Foreign culture has invaded China and our traditional culture has been neglected seriously, which results in the more servere sense of loss of traditional culture. Therefore, Chinese government has stepped up efforts to spread traditional culture and issued relevant documents to make the public pay more attention to the inheritance and development of traditional culture. By mining relevant festival data in Sina Weibo which is sent before and after the policy release, this paper use Chinese word segmentation technology and naive bayes classifier to analyze the change of public sentiment value and the distribution of emotional tendency to explore whether the Policy can promote the spread of culture and the positive significance of policy for the transmission of traditional culture.
基于社交网络数据情感分析探讨政治对文化关注的影响
随着中外文化交流的日益频繁,越来越多的中国人崇尚西方节日。外来文化入侵中国,我国传统文化受到严重忽视,传统文化失落感更加严重。因此,中国政府加大了传统文化的传播力度,并发布了相关文件,使公众更加重视传统文化的传承和发展。本文通过挖掘政策发布前后发送的新浪微博相关节日数据,运用中文分词技术和朴素贝叶斯分类器分析公众情绪值的变化和情绪倾向的分布,探讨政策是否能够促进文化的传播,以及政策对于传统文化传播的积极意义。
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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