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An Information Diffusion Model of False Rumor

Research Project

Project/Area Number 26540164
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionThe University of Electro-Communications

Principal Investigator

Shinoda Kosuke  電気通信大学, その他の研究科, 助教 (90533191)

Co-Investigator(Kenkyū-buntansha) Toriumi Fujio  東京大学, 工学研究科, 准教授 (30377775)
Kurihara Satoshi  電気通信大学, 情報システム学研究科, 教授 (30397658)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords情報拡散 / ソーシャルネットワーク / ソーシャルメディア / ネットワーク分析 / シミュレーション
Outline of Final Research Achievements

In this research proposal, we aims to figure out what elements disturb information diffusion process. We call the phenomena "The Grate Wall of false rumor". We work on this research problem with real data analysis and computer simulation.
First of all, we make some model of information diffusion; one is user model in view of micro, other is network structure model in view of macro. We make it clear what elements suppress the information diffusion by two phase approaches.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (17 results)

All 2016 2015 2014

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (14 results) (of which Int'l Joint Research: 5 results,  Invited: 1 results)

  • [Journal Article] マルチエージェント型情報拡散モデルの提案2016

    • Author(s)
      池田圭佑, 岡田佳之, 榊剛士, 風間一洋, 野田五十樹, 諏訪博彦, 篠田孝祐, 栗原聡
    • Journal Title

      人工知能学会論文誌

      Volume: 18

    • NAID

      130005266420

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 情報拡散に影響するネットワーク構造特徴2015

    • Author(s)
      臼井翔平, 鳥海不二夫
    • Journal Title

      人工知能学会論文誌

      Volume: 30/1 Pages: 195-203

    • NAID

      130004927362

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Greedy Network Growth Model of Social Network Service2014

    • Author(s)
      Shohei Usui, Fujio Toriumi, Masato Matsuo, Takatsugu Hirayama, and Kenji Mase
    • Journal Title

      Computational Intelligence and Intelligent Informatics

      Volume: 18/4 Pages: 590-597

    • NAID

      130007673208

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] Location-based Network Model2016

    • Author(s)
      Kosuke Shinoda
    • Organizer
      NetSci2016
    • Place of Presentation
      Souel, Korea
    • Year and Date
      2016-06-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Statistical Analysis of Information Spreading on Arbitrary Networks2016

    • Author(s)
      Shohei Usui, Fujio Toriumi,
    • Organizer
      NetSciX2016
    • Place of Presentation
      Wroclaw, Poland
    • Year and Date
      2016-01-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ultiagent Voting Network Model with Adjacency Nodes2015

    • Author(s)
      Kosuke Shinoda and Satoshi Kurihara
    • Organizer
      WI/IAT2015
    • Place of Presentation
      Singapore
    • Year and Date
      2015-12-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Emergence of Global Network Property based on Multi-agent Voting Model2015

    • Author(s)
      Kosuke Shinoda and Satoshi Kurihara
    • Organizer
      International Conference of Computational Social Science
    • Place of Presentation
      Helsinki, Finland
    • Year and Date
      2015-06-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Generation of conference map and extraction of conference importance used by the relationship author and conference acceptance.2015

    • Author(s)
      Kosuke Shinoda and Satoshi Kurihara
    • Organizer
      NetSci2015
    • Place of Presentation
      Zaragoza, Spein
    • Year and Date
      2015-06-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 次数分布が与える情報拡散への影響2015

    • Author(s)
      臼井翔平, 鳥海不二夫
    • Organizer
      第8回社会システム部会研究会
    • Place of Presentation
      沖縄県宮古島
    • Year and Date
      2015-03-14
    • Related Report
      2014 Research-status Report
  • [Presentation] Twitter における ALS Ice Bucket Challenge の拡散状況の基礎的考察2015

    • Author(s)
      篠田 孝祐, 栗原 聡
    • Organizer
      第8回社会システム部会研究会
    • Place of Presentation
      沖縄県宮古島
    • Year and Date
      2015-02-15
    • Related Report
      2014 Research-status Report
  • [Presentation] マルチエージェントによるデマ情報拡散メカニズムのモデル:AIDM Agent-based Information Diffusion Model2015

    • Author(s)
      池田 圭佑,岡田佳之、鳥海不二夫、榊剛史、風間一洋、野田五十樹、篠田孝祐、諏訪博彦、栗原聡
    • Organizer
      第21回社会情報システム学シンポジウム
    • Place of Presentation
      東京都調布市
    • Year and Date
      2015-01-22
    • Related Report
      2014 Research-status Report
  • [Presentation] エゴセントリックネットワークを用いた同義語・義語の判別の検討2014

    • Author(s)
      篠田孝祐、風間一洋、栗原聡
    • Organizer
      社会におけるAI研究会
    • Place of Presentation
      神奈川県横浜市
    • Year and Date
      2014-11-20
    • Related Report
      2014 Research-status Report
  • [Presentation] 議論の構造に着目した人狼ゲームの分析2014

    • Author(s)
      稲葉通将,大澤博隆,片上大輔,篠田孝祐,鳥海不二夫
    • Organizer
      第19回ゲームプログラミングワークショップ
    • Place of Presentation
      神奈川県箱根
    • Year and Date
      2014-11-07
    • Related Report
      2014 Research-status Report
  • [Presentation] 空間コストを考慮した中心性尺度に基づくネットワーク生成モデルの検討2014

    • Author(s)
      篠田孝祐
    • Organizer
      JAWS2015
    • Place of Presentation
      宮崎県宮崎市
    • Year and Date
      2014-10-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Information Sharing on Social Media under Disaster Situation,2014

    • Author(s)
      Fujio Toriumi, Shohei Usui
    • Organizer
      Short Lecture in University Technology
    • Place of Presentation
      Petronas, Malaysia
    • Year and Date
      2014-10-20
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 特徴量に着目したネットワークの生成手法2014

    • Author(s)
      臼井 翔平,鳥海 不二夫
    • Organizer
      JWEIN2014
    • Place of Presentation
      東京都調布市
    • Year and Date
      2014-08-22
    • Related Report
      2014 Research-status Report
  • [Presentation] Analysis of Information Diffusion Focusing on Directed Network2014

    • Author(s)
      Shohei Usui, Fujio Toriumi, Takatsugu Hirayama, and Kenji Mase
    • Organizer
      NetSci2014
    • Place of Presentation
      Berkeley California, USA
    • Year and Date
      2014-06-05
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2017-05-10  

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