Collaborative Computing: Networking, Applications and Worksharing. 14th EAI International Conference, CollaborateCom 2018, Shanghai, China, December 1-3, 2018, Proceedings

Research Article

The Three-Degree Calculation Model of Microblog Users’ Influence (Short Paper)

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  • @INPROCEEDINGS{10.1007/978-3-030-12981-1_10,
        author={Xueying Sun and Fu Xie},
        title={The Three-Degree Calculation Model of Microblog Users’ Influence (Short Paper)},
        proceedings={Collaborative Computing: Networking, Applications and Worksharing. 14th EAI International Conference, CollaborateCom 2018, Shanghai, China, December 1-3, 2018, Proceedings},
        proceedings_a={COLLABORATECOM},
        year={2019},
        month={2},
        keywords={Three-degree Microblog User influence},
        doi={10.1007/978-3-030-12981-1_10}
    }
    
  • Xueying Sun
    Fu Xie
    Year: 2019
    The Three-Degree Calculation Model of Microblog Users’ Influence (Short Paper)
    COLLABORATECOM
    Springer
    DOI: 10.1007/978-3-030-12981-1_10
Xueying Sun1,*, Fu Xie1,*
  • 1: Shandong Normal University
*Contact email: sunxueying@stu.sdnu.edu.cn, 1451850328@qq.com

Abstract

Highly influential social users can guide public opinion and influence their emotional venting. Therefore, it is of great significance to identify high-impact users effectively. This paper starts with the users’ text content, users’ emotions, and fans’ behaviors. It combines the amount of information in the content and sentiment tendency with the fans’ forwarding, commenting, and Liking actions. And based on the principle of the three-degree influence, the users’ influence calculation model is constructed. Finally, the experimental results show that the three-degree force calculation model is more accurate and effective than other similar models.