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Reputation Analysis related to the East Japan Great Earthquake by Cross Media Analysis

Research Project

Project/Area Number 24500180
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research InstitutionChiba University of Commerce

Principal Investigator

HASHIMOTO Takako  千葉商科大学, 商経学部, 准教授 (80551697)

Co-Investigator(Kenkyū-buntansha) SHIROTA Yukari  学習院大学, 経済学部, 教授 (30337901)
KUBOYAMA Tetsuji  学習院大学, 付置研究所, 教授 (80302660)
Research Collaborator CHAKRABORTY Basabi  岩手県立大学, ソフトウェア情報学部, 教授 (90305293)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsソーシャルメディア解析 / データマイニング / ビッグデータ / 話題抽出 / 東日本大震災 / ソーシャルメディア / 横断検索 / 国際情報交換 / 横断分析
Outline of Final Research Achievements

The aim of this research was to conduct the cross media research for blogs, web video sites, micro-blogs (twitter), online bulletin boards related to the East Japan Great Analysis, to make clear the reputation formation process in social media. We analyzed and visualized the damaged people's requirements transition from blogs provided by NPO in Iwate Prefecture, using the data mining techniques such as Network Community Graph, LDA, LSA, and so on. From the web video sites, we extracted trigger words and explored how those words activated burst micro blogs. The results were analyzed as cross media relationships. In addition, as the part of cross media analysis, we started the new collaborative research with Thai to analyze the relationships between Thai and Japan social media.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (24 results)

All 2015 2014 2013 2012 Other

All Journal Article (5 results) (of which Open Access: 1 results,  Acknowledgement Compliant: 1 results,  Peer Reviewed: 3 results) Presentation (17 results) Remarks (2 results)

  • [Journal Article] Topic Transition Detection about the East Japan Great Earthquake based on Emerging Modularity Over Time2015

    • Author(s)
      Takako Hashimoto, Basabi Chakraborty and Yukari Shirota,
    • Journal Title

      Int. J. Computational Science and Engineering, 2015

      Volume: 1 Pages: 1-16

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 東日本大震災後の被災者ニーズの分析 : データマイニング技術による時系列トピック抽出」2014

    • Author(s)
      橋本隆子
    • Journal Title

      千葉商大紀要

      Volume: 52(1) Pages: 127-144

    • NAID

      110009837238

    • Related Report
      2014 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Topic Detection about the East Japan Great Earthquake based on Emerging Modularity2013

    • Author(s)
      Takako Hashimoto, Tetsuji Kuboyama and Yukari Shirota
    • Journal Title

      Information Modelling and Knowledge Bases XXIV, IOS Press

      Volume: XXIV Pages: 110-126

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Social media analysis - determining the number of topic clusters from buzz marketing site2012

    • Author(s)
      Takako Hashimoto, Basabi Chakraborty, and Yukari Shirota
    • Journal Title

      Int. J. Computational Science and Engineering

      Volume: Vol. 7, No. 1 Pages: 65-72

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Graph-based Consumer Behavior Analysis from Buzz Marketing Sites2012

    • Author(s)
      Takako Hashimoto, Tetsuji Kuboyama, Yukari Shirota
    • Journal Title

      Information Modelling and Knowledge Bases, IOS press

      Volume: XXII Pages: 259-270

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Affected People’s Needs Detection after the East Japan Great Earthquake - Time Series Analysis using LDA -2014

    • Author(s)
      Takako Hashimoto, Basabi Chakraborty, Supavadee Aramvith, Tetsuji Kuboyama and Yukari Shirota
    • Organizer
      The Asia-Pacific Signal and Information Processing Association
    • Place of Presentation
      Siem Reap, Cambosia
    • Year and Date
      2014-12-09 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Framework for Language Independent Social Media Analysis Platform to detect Reactions on Global Topic2014

    • Author(s)
      Takako Hashimoto, Supavadee Aramvith, Teeranoot Chauksuvanit, and Yukari Shirota
    • Organizer
      TENCON2014
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2014-10-22 – 2014-10-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] Extraction of the Financial Policy Topics by Latent Dirichlet Allocation2014

    • Author(s)
      Yukari Shirota, Takako Hashimoto and Sakurako Suzuki
    • Organizer
      TENCON2014
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2014-10-22 – 2014-10-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] Framework of an Advisory Message Board for Women Victims after Disasters2014

    • Author(s)
      Takako Hashimoto and Yukari Shirota
    • Organizer
      Digital Humanities 2014 Book of Abstracts, The 6th Joint International Conference of the Alliance of Digital Humanities Organizations
    • Place of Presentation
      Lausanne, Switzerland
    • Year and Date
      2014-07-09 – 2014-07-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] Human Reaction in Thailand based on Social Media Analysis after the East Japan Great Earthquake2014

    • Author(s)
      Takako Hashimoto, Supavadee Aramvith, Teeranoot Chauksuvanit, and Yukari Shirota
    • Organizer
      24th International Conference on Information Modelling and Knowledge Bases (EJC2014)
    • Place of Presentation
      Kiel, Germany
    • Year and Date
      2014-06-03 – 2014-06-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Temporal awareness of changes in afflicted people's needs after East Japan Great Earthquake2013

    • Author(s)
      Takako Hashimoto, Tetsuji Kuboyama, and Basabi Chakraborty
    • Organizer
      TENCON 2013 - 2013 IEEE Region 10 Conference
    • Place of Presentation
      Xi'an, China
    • Related Report
      2013 Research-status Report
  • [Presentation] Temporal Awareness of Needs after East Japan Great Earthquake using Latent Semantic Analysis2013

    • Author(s)
      Takako Hashimoto, Basabi Chakraborty, Tetsuji Kuboyama and Yukari Shirota
    • Organizer
      Proc. of Proc. of EJC2013 (23nd European-Japanese Conference on Information Modelling and Knowledge Bases)
    • Place of Presentation
      Nara, Japan
    • Related Report
      2012 Research-status Report
  • [Presentation] Topic Detection about the Great Japan East Earthquake based on Emerging Modularity2012

    • Author(s)
      Takako Hashimoto, Tesuji Kuboyama, and Yukari Shirota
    • Organizer
      Proc. of the 22nd European-Japanese Conference on Information Modelling and Knowledge Bases (EJC2012)
    • Place of Presentation
      Prague, Czech Republic
    • Related Report
      2012 Research-status Report
  • [Presentation] Discovering Topic Transition about the East Japan Great Earthquake in Dynamic Social Media2012

    • Author(s)
      Takako Hashimoto, Tesuji Kuboyama, Basabi Chakraborty, and Yukari Shirota
    • Organizer
      Proc. of the 2012 IEEE Global Humanitarian Technology Conference (GHTC)
    • Place of Presentation
      Seattle, WA, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Discovering Emerging Topic About the East Japan Great Earthquake in Video Sharing Website2012

    • Author(s)
      Takako Hashimoto, Tesuji Kuboyama, Basabi Chakraborty, and Yukari Shirota
    • Organizer
      Proc. of the IEEE TENCON 2012, paper 1569633899
    • Place of Presentation
      Cebu, Phillipines
    • Related Report
      2012 Research-status Report
  • [Presentation] Temporal Awareness of Needs after East Japan Great Earthquake using Latent Semantic Analysis

    • Author(s)
      Takako Hashimoto, Basabi Chakraborty, Tetsuji Kuboyama and Yukari Shirota
    • Organizer
      EJC2013 (23nd European-Japanese Conference on Information Modelling and Knowledge Bases)
    • Place of Presentation
      Nara Prefectural Cultural Hall in Nara, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Trigger of Economic Reconstruction from the East-Japan Earthquake Disaster

    • Author(s)
      Yukari Shirota, Takako Hashimoto and Tamaki Sakura
    • Organizer
      IEEE R10-HTC (Humanitarian Technology Conference)
    • Place of Presentation
      Tohoku University, Sendai, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Comparison of Reaction in Social Media after the East Japan Great Earthquake between Thailand and Japan

    • Author(s)
      Takako Hashimoto, Supavadee Aramvith, Teeranoot Chauksuvanit and Yukari Shirota,
    • Organizer
      ISCIT2013 (International Symposium on Communications and Information Technologies)
    • Place of Presentation
      Samui Island, Thailand
    • Related Report
      2013 Research-status Report
  • [Presentation] Framework of an Advisory Message Board for Women Victims of the East Japan Earthquake Disaster

    • Author(s)
      Takako Hashimoto and Yukari Shirota
    • Organizer
      JADH2013 (Japanese Association for Digital Humanities)
    • Place of Presentation
      Ritsumeikan University, Kyoto, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] 潜在的意味解析による東日本大震災後の被災者ニーズの時系列推移分析

    • Author(s)
      橋本隆子, 久保山哲二, バサビ・チャクラボルティ
    • Organizer
      第90回 人工知能基本問題研究会
    • Place of Presentation
      稚内,北海道
    • Related Report
      2013 Research-status Report
  • [Presentation] 潜在的意味解析による東日本大震災後の被災者ニーズの時系列推移分析

    • Author(s)
      橋本隆子, David Shepard, 久保山哲二
    • Organizer
      第91回 人工知能基本問題研究会
    • Place of Presentation
      愛媛大学,愛媛
    • Related Report
      2013 Research-status Report
  • [Presentation] Exploring Social Context from Buzz Marketing Site - Community Mapping Based on Tree Edit Distance -

    • Author(s)
      Shoichi Higuchi, Takako Hashimoto, Tetsuji Kuboyama and Kouichi Hirata
    • Organizer
      Proc. of PerCol 2013 (Fourth International Workshop on Pervasive Collaboration and Social Networking)
    • Place of Presentation
      San Diego, USA
    • Related Report
      2012 Research-status Report
  • [Remarks] Temporal Awareness of Changes in Afflicted People

    • URL

      http://www.cuc.ac.jp/~takako/research.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 東日本震災に対するタイランド国民の SNS での反応分析

    • URL

      http://www-cc.gakushuin.ac.jp/~20010570/statBook/VIDEO/japnew0331.mpeg

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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