An examination of a novel information diffusion model: Considering of twitter user and Twitter system features

Keisuke Ikeda, Takeshi Sakaki, Fujio Toriumi, Satoshi Kurihara

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

Twitter is a popular microblogging service in Japan. People use the Twitter for communicating with friends, and posting tweet daily life events. In addition, Twitter has also been used in an emergency situation, such as the earthquake. In the East Japan great earthquake disaster, people were using Twitter to get refuge and rescue informations. However, spreading false rumor has become a major social problem. We aim to propose suppression scheme of false rumor. Therefore, we propose a novel multiagent-based information diffusion model to reveal the diffusion mechanism of false rumor in this paper. Our model is to focus on the information diffusion behavior of each Twitter user. We consider three elements of each user, “User’s diversity”, “Life pattern”, and “State transition”. In addition, our model also takes into account multiple of the information path, which is a feature of Twitter. We evaluate the validity of our model.

本文言語English
ホスト出版物のタイトルAutonomous Agents and Multiagent Systems, IFAAMAS 2016 Workshops, Best Papers, Revised Selected Papers
出版社Springer Verlag
ページ180-191
ページ数12
ISBN(印刷版)9783319468815
DOI
出版ステータスPublished - 2016 1 1
外部発表はい
イベントInternational Foundation for Autonomous Agents and Multiagent Systems, IFAAMAS 2016 - Singapore, Singapore
継続期間: 2016 5 92016 5 10

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10002 LNAI
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

OtherInternational Foundation for Autonomous Agents and Multiagent Systems, IFAAMAS 2016
国/地域Singapore
CitySingapore
Period16/5/916/5/10

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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