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基于情感倾向性分析的网络舆情情感演化特征研究

蒋知义 马王荣 邹凯 李黎

现代情报2018,Vol.38Issue(4):50-57,8.
现代情报2018,Vol.38Issue(4):50-57,8.DOI:10.3969/j.issn.1008-0821.2018.04.007

基于情感倾向性分析的网络舆情情感演化特征研究

Research on Emotion Evolution of Network Public Opinion Based on Sentiment Orientation Analysis

蒋知义 1马王荣 2邹凯 2李黎2

作者信息

  • 1. 湘潭大学图书馆,湖南 湘潭411105
  • 2. 湘潭大学公共管理学院,湖南 湘潭411105
  • 折叠

摘要

Abstract

[Purpose/Significance]The purpose of this study was to provide a theoretical basis and decision-making support for the government to effectively control network public opinion emergencies through the analysis of emotional tend-ency and public opinion tracking of network public opinion.[Method/Process]Taking"LuoYixiao"idcident as an exam-ple, tased on the establishment of adding specific event corpus emotion classification dictionary and constructed sentiment analysis model, calculated the text emotional intensity and emotion type of microblog, thus divided the network public o-pinion evolution stage.[Result/Conclusion]Revealed the characteristics and laws of the evolution of public opinion at all stages and suggestions were proposed to guide the evolution of emotion in network public opinion.

关键词

网络舆情/情感倾向性分析/情感分类/情感演化

Key words

network public opinion/sentiment orientation/sentiment classification/sentiment evolution

分类

管理科学

引用本文复制引用

蒋知义,马王荣,邹凯,李黎..基于情感倾向性分析的网络舆情情感演化特征研究[J].现代情报,2018,38(4):50-57,8.

基金项目

湖南省教育厅项目"大数据环境下智慧城市信息服务融合研究"(项目编号:16K092). (项目编号:16K092)

现代情报

OACHSSCDCSSCICSTPCD

1008-0821

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