• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

Computer Engineering & Science

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Sina Microblog disputed-level analysis
based on sentiment analysis

LIU Li-ping,LIU Meng,LI Shao-peng   

  1. (School of Software,Central South University,Changsha 410075,China)
  • Received:2015-07-17 Revised:2015-10-28 Online:2016-10-25 Published:2016-10-25

Abstract:

With the popular use of microblogs,the contents of Sina Microblog cover information of various fields,and the rang becomes increasingly wider.As a result,when users of the microblog browse news,they may feel confused concerning what they can believe.So they probably turn to others’ feedback.We propose a concept of disputed-level,a new social property of microblogs,which describes the feedback from public.We define the content of disputed-level and build a disputed-level calculation model.In the model,the influencing factors of disputed-level include comments and forwording.We use the sentiment analysis to calculate the disputed-level.The accuracy rate of the model in the experiment can reach  93%,the efficiency  84%,which prove the feasibility of the model.
 

Key words: Sina Microblog, sentiment analysis, disputed-level, public feedback