Identifying critical outbreak time window of controversial events based on sentiment analysis.

ABSTRACT: The response of netizens toward controversial events plays an important guiding role in the development of events. Based on the identification of such responses, this study aimed to determine the critical outbreak time window of events. The microblog texts related to an event were divided into seven emotional categories via multi-emotional analysis to capture the subtle emotions of netizens toward an event, i.e., public opinion. By detecting the characteristics of the text and regional coverage of emotions, an emotional coverage index that reflects the intensity of emotional impact was proposed to determine the mainstream emotion of netizens. By capturing the mutation characteristics of the impact intensity of mainstream emotions, the critical time window of the public opinion toward the e

SUBMITTER: Wang M 

PROVIDER: S-EPMC7595406 | biostudies-literature | 2020

REPOSITORIES: biostudies-literature