Proposal of hierarchy structure emergence mechanism for large scale complex systems

• Project/Area Number: 23650071
• Research Category: Grant-in-Aid for Challenging Exploratory Research
• Allocation Type: Multi-year Fund
• Research Field: Intelligent informatics
• Research Institution: The 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: ¥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)
• Keywords: Twitter / 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.

Research Products

• [Journal Article] SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter (2014)
  • 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
  • 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
• [Journal Article] SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter (2013)
  • 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
  • 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
  • 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
  • Peer Reviewed
• [Journal Article] Effective awaking interaction learning system that uses vital sensing (2013)
  • 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
  • Peer Reviewed
• [Journal Article] Context-Aware Application Prediction and Recommendation in Mobile Devices (2013)
  • 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
  • Peer Reviewed
• [Journal Article] Proposition of the Context-Aware Application Prediction Mechanism for Mobile Devices (2013)
  • 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
  • Peer Reviewed
• [Journal Article] SIR-Extended Information Diffusion Model of False Rumor and its Prevention Strategy for Twitter (2013)
  • 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
  • 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
  • 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
  • Peer Reviewed
• [Presentation] Effective awaking interaction learning system that uses vital sensing (2013)
  • 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
• [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
  • 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
• [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
• [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 Informatics (2012)
  • 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
  • Invited
• [Presentation] SIR-based Information Diffusion Model of False Rumor and its Diffusion Prevention Strategy for Twitter (2012)
  • 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
  • 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
  • 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
• [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
• [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
• [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
• [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
• [Remarks]
  • URL: http://www.ni.is.uec.ac.jp/