Social emotions under the spread of COVID-19 using social media

被引:2
|
作者
Toriumi F. [1 ]
Sakaki T. [1 ,2 ]
Yoshida M. [3 ]
机构
[1] Hottolink, Inc., The University of Tokyo
关键词
COVID-19; Information diffusion; SNS analysis; Social emotions;
D O I
10.1527/tjsai.F-K45
中图分类号
学科分类号
摘要
The spread of COVID-19, the so-called new coronavirus, is currently having an enormous social and economic impact on the entire world. Under such a circumstance, the spread of information about the new coronavirus on SNS is having a significant impact on economic losses and social decision-making. In this study, we investigated how the new type of coronavirus has become a social topic in Japan, and how it has been discussed. In order to determine what kind of impact it had on people, we collected and analyzed Japanese tweets containing words related to the new corona on Twitter. First, we analyzed the bias of users who tweeted. As a result, it is clear that the bias of users who tweeted about the new coronavirus almost disappeared after February 28, 2020, when the new coronavirus landed in Japan and a state of emergency was declared in Hokkaido, and the new corona became a popular topic. Second, we analyzed the emotional words included in tweets to analyze how people feel about the new coronavirus. The results show that the occurrence of a particular social event can change the emotions expressed on social media. © 2020, Japanese Society for Artificial Intelligence. All rights reserved.
引用
收藏
页码:1 / 7
页数:6
相关论文
共 50 条
  • [41] The dual effect of social ties on COVID-19 spread in Japan
    Fraser, Timothy
    Aldrich, Daniel P.
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [42] Network model and analysis of the spread of Covid-19 with social distancing
    Parul Maheshwari
    Réka Albert
    Applied Network Science, 5
  • [43] Detailed parallel social modeling for the analysis of COVID-19 spread
    Cublier Martinez, Aymar
    Carretero, Jesus
    Singh, David E.
    JOURNAL OF SUPERCOMPUTING, 2024, 80 (09): : 12408 - 12429
  • [44] Network model and analysis of the spread of Covid-19 with social distancing
    Maheshwari, Parul
    Albert, Reka
    APPLIED NETWORK SCIENCE, 2020, 5 (01)
  • [45] Interaction between Traditional Media and Social Media Agenda under the Influence of the COVID-19 Epidemic
    Lu, Xiaocan
    Guo, Ying
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 127 : 276 - 276
  • [46] The dual effect of social ties on COVID-19 spread in Japan
    Timothy Fraser
    Daniel P. Aldrich
    Scientific Reports, 11
  • [47] The influence of social and economic ties to the spread of COVID-19 in Europe
    Mogi, Ryohei
    Spijker, Jeroen
    JOURNAL OF POPULATION RESEARCH, 2022, 39 (04) : 495 - 511
  • [48] SOCIAL MEDIA CONTAGION IN THE CONTEXT OF THE COVID-19 PANDEMIC
    Harness, Jane
    JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2022, 61 (10): : S108 - S108
  • [49] COVID-19 infodemics: the role of mainstream and social media
    Focosi, Daniele
    Navarro, David
    Maggi, Fabrizio
    Roilides, Emmanuel
    Antonelli, Guido
    CLINICAL MICROBIOLOGY AND INFECTION, 2021, 27 (11) : 1568 - 1569
  • [50] Trust in social media and COVID-19 beliefs and behaviours
    Nicholls, Nicky
    Yitbarek, Eleni
    PLOS ONE, 2022, 17 (10):