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Proposal of hierarchy structure emergence mechanism for large scale complex systems

Research Project

Project/Area Number 23650071
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionThe University of Electro-Communications (2013)
Osaka University (2011-2012)

Principal Investigator

KURIHARA Satoshi  電気通信大学, 大学院情報システム学研究科, 教授 (30397658)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
KeywordsTwitter / SIRモデル / デマの拡散 / 感染モデル / 複雑ネットワーク / スケールフリー / ハブ / 東日本大震災 / twitter / 創発モデル / 感染 / デマの訂正
Research 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.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (24 results)

All 2014 2013 2012 Other

All Journal Article (11 results) (of which Peer Reviewed: 10 results) Presentation (10 results) (of which Invited: 4 results) Book (2 results) Remarks (1 results)

  • [Journal Article] SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter2014

    • Author(s)
      Yoshiyuki Okada, Keisuke Ikeda, Kosuke Shinoda, Fujio Toriumi, Takeshi Sakaki, Kazuhiro Kazama, Itsuki Noda, Masayuki Numao, and Satoshi Kurihara
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: Vol. 18, No. 4

    • NAID

      130007673099

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] ACO型時系列パタン抽出法の提案と評価2014

    • Author(s)
      坪井一晃,諏訪博彦,栗原聡
    • Journal Title

      情報処理学会 知能システム研究会 Vol. 2014-ICS-173, No. 5,

      Volume: Vol. 2014-ICS-173, No. 5, Pages: 1-4

    • NAID

      110009658710

    • Related Report
      2013 Annual Research Report
  • [Journal Article] SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter2013

    • Author(s)
      Satoshi Kurihara, Yoshiyuki Okada, Takeshi Sakaki, Fujio Toriumi, Kosuke Shinoda, Kazuhiro Kazama, Itsuki Noda and Masayuki Numao
    • Journal Title

      The 5th International Workshop on Emergent Intelligence on Networked Agents (at AAMAS2013)

      Pages: 114-128

    • NAID

      130007673099

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Context-Aware Application Prediction and Recommendation in Mobile Devices , Web Intelligence (WI) and Intelligent Agent Technologies (IAT)2013

    • Author(s)
      Satoshi Kurihara, Koichi Moriyama, and Masayuki Numao
    • Journal Title

      2013 IEEE/WIC/ACM International Joint Conferences

      Pages: 494-500

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Proposition of the Context-Aware Application Prediction Mechanism for Mobile Devices, DOCMAS2013 at Web Intelligence (WI) and Intelligent Agent Technologies (IAT)2013

    • Author(s)
      Satoshi Kurihara, Koichi Moriyama, and Masayuki Numao
    • Journal Title

      2013 IEEE/WIC/ACM International Joint Conferences

      Pages: 118-121

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effective awaking interaction learning system that uses vital sensing2013

    • Author(s)
      Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, and Satoshi Kurihara
    • Journal Title

      IEEE Sensors Applications Symposium (SAS)

      Pages: 104-108

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Context-Aware Application Prediction and Recommendation in Mobile Devices2013

    • Author(s)
      Satoshi Kurihara, Koichi Moriyama, and Masayuki Numao
    • Journal Title

      Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2013 IEEE/WIC/ACM International Joint Conferences

      Volume: CD-ROM Pages: 494-500

    • DOI

      10.1109/wi-iat.2013.69

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Proposition of the Context-Aware Application Prediction Mechanism for Mobile Devices2013

    • Author(s)
      Satoshi Kurihara, Koichi Moriyama, and Masayuki Numao
    • Journal Title

      Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2013 IEEE/WIC/ACM International Joint Conferences

      Volume: CD-ROM Pages: 118-121

    • DOI

      10.1109/wi-iat.2013.163

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter2013

    • Author(s)
      Satoshi Kurihara, Yoshiyuki Okada, Takeshi Sakaki, Fujio Toriumi, Kosuke Shinoda, Kazuhiro Kazama, Itsuki Noda and Masayuki Numao
    • Journal Title

      The 5th International Workshop on Emergent Intelligence on Networked Agents (at AAMAS2013).

      Volume: CD-ROM Pages: 114-128

    • NAID

      130007673099

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 東日本大震災時における Twitter の活用状況とコミュニケーション構造の分析2013

    • Author(s)
      篠田 孝祐, 榊 剛史, 鳥海 不二夫, 風間 一洋, 栗原 聡, 野田 五十樹, 松尾 豊
    • Journal Title

      日本知能情報ファジィ学会誌

      Volume: Vol.25, No, 1 Pages: 598-608

    • NAID

      130003368211

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 系列パターンマイニングの最近の動向2012

    • Author(s)
      栗原 聡,福田健介,菅原俊治
    • Journal Title

      人工知能学会誌

      Volume: Vol. 27, No. 2 Pages: 112-119

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Effective awaking interaction learning system that uses vital sensing2013

    • Author(s)
      (1) Junya Nakase, Koichi Moriyama, Kiyoshi Kiyokawa, Masayuki Numao, Mayumi Oyama, and Satoshi Kurihara
    • Organizer
      IEEE Sensors Applications Symposium (SAS)
    • Place of Presentation
      Galveston, TX, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] インタラクションにおける情動系・無意識系の活用2012

    • Author(s)
      栗原聡
    • Organizer
      第168回情報処理学会知能システム研究会
    • Place of Presentation
      国立情報学研究所, 東京
    • Year and Date
      2012-10-24
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] Twitterネットワークにおけるデマの拡散と防止のSIRモデルによる推定2012

    • Author(s)
      栗原聡, 白井嵩士, 榊剛史, 鳥海不二夫, 篠田孝祐, 風間一洋, 野田五十樹, 沼尾正行
    • Organizer
      ネットワーク生態系研究会
    • Place of Presentation
      慶應 SFC
    • Year and Date
      2012-03-15
    • Related Report
      2013 Final Research Report
  • [Presentation] Twitterネットワークにおけるデマ拡散とデマ拡散防止モデルの推定2012

    • Author(s)
      白井嵩士, 榊剛史, 鳥海不二夫, 篠田孝祐, 風間一洋, 野田五十樹, 沼尾正行, 栗原聡
    • Organizer
      人工知能と知識処理研究会
    • Place of Presentation
      北海道@定山渓
    • Year and Date
      2012-03-13
    • Related Report
      2013 Final Research Report
  • [Presentation] SIR-based Information Diffusion Model of False Rumor and its Diffusion Prevention Strategy for Twitter, International Workshop of Social Media and Simulation in Social Informatics2012

    • Author(s)
      Satoshi Kurihara, Takashi Shirai, Fujio Toriumi , Takeshi Sakaki , Kosuke Shinoda , Kazuhiro Kazama, and Itsuki Noda
    • Organizer
      4th World Congress on Social Simulation
    • Place of Presentation
      台北, 台湾
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] SIR-based Information Diffusion Model of False Rumor and its Diffusion Prevention Strategy for Twitter2012

    • Author(s)
      Satoshi Kurihara,Takashi Shirai,Fujio Toriumi, Takeshi Sakaki, Kosuke Shinoda,Kazuhiro Kazama,and Itsuki Noda
    • Organizer
      International Workshop of Social Media and Simulation in Social Informatics, sponsored by Society of Socio-Informatics (At 4th World Congress on Social Simulation)
    • Place of Presentation
      台北,台湾
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] インタラクションにおける情動系・無意識系の活用2012

    • Author(s)
      栗原 聡
    • Organizer
      第168回 情報処理学会 知能システム研究会
    • Place of Presentation
      国立情報学研究所,東京
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Twitterネットワークにおけるデマ拡散とデマ拡散防止モデルの推定2012

    • Author(s)
      白井 嵩士,榊 剛史,鳥海 不二夫,篠田 孝祐,風間 一洋,野田 五十樹,沼尾 正行,栗原 聡
    • Organizer
      人工知能と知識処理研究会
    • Place of Presentation
      北海道@定山渓
    • Related Report
      2011 Research-status Report
  • [Presentation] Twitterネットワークにおけるデマの拡散と防止のSIRモデルによる推定2012

    • Author(s)
      栗原 聡,白井 嵩士,榊 剛史,鳥海 不二夫,篠田 孝祐,風間 一洋,野田 五十樹,沼尾 正行
    • Organizer
      ネットワーク生態系研究会
    • Place of Presentation
      神奈川@慶應SFC
    • Related Report
      2011 Research-status Report
  • [Presentation] 系列パターンマイニングの最近の動向

    • Author(s)
      栗原聡, 福田健介, 菅原俊治
    • Organizer
      (解説記事)人工知能学会誌
    • Related Report
      2013 Final Research Report
  • [Book] 群知能とデータマイニング2012

    • Author(s)
      栗原 聡, 福井健一(訳) , Ajith Abraham, Crina Grosan, Vitorino Ramos (著)
    • Total Pages
      307
    • Publisher
      東京電機大学出版局
    • Related Report
      2013 Final Research Report
  • [Book] Traffic-Congestion Forecasting Algorithm Based on Pheromone Communication Model (章分担), Ant Colony Optimization - Techniques and Applications -2012

    • Author(s)
      Satoshi Kurihara
    • Publisher
      InTech
    • Related Report
      2013 Final Research Report
  • [Remarks]

    • URL

      http://www.ni.is.uec.ac.jp/

    • Related Report
      2013 Final Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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