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基于分布式爬虫的微博舆情监督与情感分析系统设计

何西远 张岳 张秉文

现代信息科技2024,Vol.8Issue(5):111-114,119,5.
现代信息科技2024,Vol.8Issue(5):111-114,119,5.DOI:10.19850/j.cnki.2096-4706.2024.05.024

基于分布式爬虫的微博舆情监督与情感分析系统设计

Design of Sinaweibo Public Opinion Supervision and Sentiment Analysis System Based on Distributed Crawlers

何西远 1张岳 1张秉文1

作者信息

  • 1. 山东青年政治学院 信息工程学院,山东 济南 250103
  • 折叠

摘要

Abstract

The rise of the Internet has made Sinaweibo and other We Media platforms the main way for netizens to express their opinions.At the same time,the rapid spread of Internet public opinion makes the public opinion management of netizens a difficult problem.Aiming at the limitations of traditional methods in Sinaweibo public opinion management,this paper designs a Sinaweibo public opinion monitoring and sentiment analysis system based on distributed crawler.It uses sentiment analysis and LDA topic extraction technology to analyze hot events,helping governments and enterprises better grasp the development dynamics of public opinion and defend their social credibility.

关键词

网络舆情/分布式爬虫/情感分析/LDA主题提取

Key words

Internet public opinion/distributed crawler/sentiment analysis/LDA topic extraction

分类

信息技术与安全科学

引用本文复制引用

何西远,张岳,张秉文..基于分布式爬虫的微博舆情监督与情感分析系统设计[J].现代信息科技,2024,8(5):111-114,119,5.

现代信息科技

2096-4706

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