SIR-extended information diffusion model of false rumor and its prevention strategy for twitter

Yoshiyuki Okada; Keisuke Ikeda; Kosuke Shinoda; Fujio Toriumi; Takeshi Sakaki; Kazuhiro Kazama; Masayuki Numao; Itsuki Noda; Satoshi Kurihara

doi:10.20965/jaciii.2014.p0598

SIR-extended information diffusion model of false rumor and its prevention strategy for twitter

Yoshiyuki Okada, Keisuke Ikeda, Kosuke Shinoda, Fujio Toriumi, Takeshi Sakaki, Kazuhiro Kazama, Masayuki Numao, Itsuki Noda, Satoshi Kurihara

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Abstract

Nowadays, users of Twitter, one of famous social networking service, have rapidly increased in number, and many people have been exchanging information by Twitter. When the Great East Japan Earthquake struck in 2011, people were able to obtain information from social networking services. Though Twitter played an important role, one problem was especially pointed out: false rumor diffusion. In this study, we propose an information diffusion model based on the SIR model and discuss how to prevent false rumor diffusion.

Original language	English
Pages (from-to)	598-607
Number of pages	10
Journal	Journal of Advanced Computational Intelligence and Intelligent Informatics
Volume	18
Issue number	4
DOIs	https://doi.org/10.20965/jaciii.2014.p0598
Publication status	Published - 2014 Jul
Externally published	Yes

Keywords

False rumor
Information diffusion
Multiagent
SIR model
Twitter

ASJC Scopus subject areas

Human-Computer Interaction
Computer Vision and Pattern Recognition
Artificial Intelligence

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10.20965/jaciii.2014.p0598

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abstract = "Nowadays, users of Twitter, one of famous social networking service, have rapidly increased in number, and many people have been exchanging information by Twitter. When the Great East Japan Earthquake struck in 2011, people were able to obtain information from social networking services. Though Twitter played an important role, one problem was especially pointed out: false rumor diffusion. In this study, we propose an information diffusion model based on the SIR model and discuss how to prevent false rumor diffusion.",

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T1 - SIR-extended information diffusion model of false rumor and its prevention strategy for twitter

AU - Okada, Yoshiyuki

AU - Ikeda, Keisuke

AU - Shinoda, Kosuke

AU - Toriumi, Fujio

AU - Sakaki, Takeshi

AU - Kazama, Kazuhiro

AU - Numao, Masayuki

AU - Noda, Itsuki

AU - Kurihara, Satoshi

PY - 2014/7

Y1 - 2014/7

N2 - Nowadays, users of Twitter, one of famous social networking service, have rapidly increased in number, and many people have been exchanging information by Twitter. When the Great East Japan Earthquake struck in 2011, people were able to obtain information from social networking services. Though Twitter played an important role, one problem was especially pointed out: false rumor diffusion. In this study, we propose an information diffusion model based on the SIR model and discuss how to prevent false rumor diffusion.

AB - Nowadays, users of Twitter, one of famous social networking service, have rapidly increased in number, and many people have been exchanging information by Twitter. When the Great East Japan Earthquake struck in 2011, people were able to obtain information from social networking services. Though Twitter played an important role, one problem was especially pointed out: false rumor diffusion. In this study, we propose an information diffusion model based on the SIR model and discuss how to prevent false rumor diffusion.

KW - False rumor

KW - Information diffusion

KW - Multiagent

KW - SIR model

KW - Twitter

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SIR-extended information diffusion model of false rumor and its prevention strategy for twitter

Abstract

Keywords

ASJC Scopus subject areas

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