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Theoretical analysis of Twitter burst time series based on the RT diffusion and its application

Research Project

Project/Area Number 25730184
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionUniversity of Tsukuba

Principal Investigator

OKA MIZUKI  筑波大学, システム情報系, 助教 (10512105)

Project Period (FY) 2013-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsソーシャルメディア分析 / Twitter / exogeneity / endogeneity / 興奮性媒体 / バースト / 内因性 / 外因性 / 興奮性媒質 / ソーシャルメディア / 時系列 / ツイッター
Outline of Final Research Achievements

For a long time, the temporal behavior of human beings had appeared to follow the random process (Poisson process). However, in 2005, Albert Barabasi's research group considered human behavior as intermittent behavior (burst) and preached the importance of such a burst-like behavior. The purpose of this study is to clarify the detailed mechanism of the burst using a large amount of data from the social media. Results of the analysis revealed two classes of mechanisms causing burst; one is the endogenous burst and the other is exogenous burst. We found that there exists a critical fluctuation threshold that separates these two bursts.

Report

(3 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • Research Products

    (7 results)

All 2014 2013 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 2 results,  Open Access: 2 results) Presentation (3 results) Remarks (1 results)

  • [Journal Article] Dynamic Homeostasis in Packet Switching Networks2014

    • Author(s)
      Mizuki Oka, Hirotake Abe, Takashi Ikegami
    • Journal Title

      Adaptive Behavior

      Volume: 23 Pages: 50-63

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Self-organization on social media: endo-exo bursts and baseline fluctuations2014

    • Author(s)
      Mizuki Oka, Yasuhiro Hashimoto, Takashi Ikegami
    • Journal Title

      PLOS ONE

      Volume: 9 Issue: 10 Pages: e109293-e109293

    • DOI

      10.1371/journal.pone.0109293

    • NAID

      120007136586

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Exploring Default Mode and Information Flow on the Web2013

    • Author(s)
      Mizuki Oka
    • Journal Title

      PLoS ONE

      Volume: 8(4) Issue: 4 Pages: e60398-e60398

    • DOI

      10.1371/journal.pone.0060398

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Fluctuation and Burst Response in Social Media2014

    • Author(s)
      Mizuki Oka, Yasuhiro Hashimoto, Takashi Ikegami
    • Organizer
      The 2nd International Web Observatory Workshop WOW2014 at WWW 2014
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2014-04-08
    • Related Report
      2014 Annual Research Report 2013 Research-status Report
  • [Presentation] Massive Data Flows: Self-organization of energy, material, and information flows2014

    • Author(s)
      Mizuki Oka, Takashi Ikegami
    • Organizer
      6th International Conference on Agents and Artificial Intelligence ICAART 2014
    • Place of Presentation
      Angers, France
    • Related Report
      2013 Research-status Report
  • [Presentation] Characterizing Autonomy in the Web2013

    • Author(s)
      Mizuki Oka
    • Organizer
      US-Japan Connections Symposium for Women Leaders in Science, Technology and Engineering and Mathematics, “Crossing Boundaries with Informatics” from Basic Science to Social Infrastructure
    • Place of Presentation
      Washington DC, USA
    • Related Report
      2013 Research-status Report
  • [Remarks] Mizuki Oka' homepage

    • URL

      http://mizukif.com

    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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