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Effects of Microblog Comments on Chinese User's Sentiment with COVID-19 Epidemic Topics

  • Hao He
  • , Ziqi Guo
  • , Jiajie Zhan
  • , Pingfan Fan
  • , Yihe Xia
  • , Meng Wang
  • , Qinwei Liu
  • , Zhe Chen*
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Social media is one of the most significant sources of information in modern people’s life. Due to the large quantity of user base and public opinions, when people read a blog post, the different tendencies of comments may affect their views on the event to a certain extent. This paper, taking the COVID-19 epidemic as an example, investigated the impact of Weibo (a popular social software in China) comments on readers’ sentiments. In this paper, text mining technology was adopted to collect data including the blogs and the comments under each blog, and the NLPIR-Parser platform was used to analyze the sentiment of the comments. Finally, the conclusion that the sentiments of other comments tend to follow the sentiments of the first comments was drawn. Based on the research results, this paper also gave some enlightenment on social media management and suggestions of public opinions oversight.

源语言英语
主期刊名Cross-Cultural Design. Applications in Business, Communication, Health, Well-being, and Inclusiveness - 14th International Conference, CCD 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings
编辑Pei-Luen Patrick Rau
出版商Springer Science and Business Media Deutschland GmbH
页230-240
页数11
ISBN(印刷版)9783031060496
DOI
出版状态已出版 - 2022
活动14th International Conference on Cross-Cultural Design, CCD 2022 Held as Part of the 24th HCI International Conference, HCII 2022 - Virtual, Online
期限: 26 6月 2022 → 1 7月 2022

丛书

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷13313 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议14th International Conference on Cross-Cultural Design, CCD 2022 Held as Part of the 24th HCI International Conference, HCII 2022
市Virtual, Online
时期26/06/22 → 1/07/22

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