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Verification of the availability of visualization method for time-series data and development of analysis methodology

Research Project

Project/Area Number 21760305
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field System engineering
Research InstitutionKanagawa Institute of Technology

Principal Investigator

SAGA Ryousuke  Kanagawa Institute of Technology, 情報学部, 助教 (10509178)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Keywordsシステム情報(知識)処理 / トレンド分析 / データマイニング / テキストマイニング / 可視化
Research Abstract

This research aims to verify the availability of FACT-Graph, which is one of visualization methods for time-series data, and find the effective analysis methodology. FCT-Graph makes visualization to recognize the background by combining the change of trends with relationships. To verify the availability, we analyze the trend of Web access log and newspaper articles by the analysis tools and learned a lot about the configuration of thresholds and the analysis methodology.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (25 results)

All 2011 2010 2009

All Journal Article (9 results) (of which Peer Reviewed: 9 results) Presentation (16 results)

  • [Journal Article] Comparison Analysis for Text Data by Using FACT-Graph2011

    • Author(s)
      Ryosuke Saga, Seiko Takamizawa, Kodai Kitami, Hiroshi Tsuji, Kazunori Matsum oto
    • Journal Title

      Lecture Notes in Computer Science Vol.6772

      Pages: 75-83

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Comparison Analysis for Text Data by Using FACT-Graph2011

    • Author(s)
      R.Saga, S.Takamizawa, K.Kitami, H.Tsuji, K.Matsumoto
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6772 Pages: 75-83

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Verification of centrality to extract proper factors in model construction process by using creativity technique2011

    • Author(s)
      K.Kitami, R.Saga, K.Matsumoto
    • Journal Title

      Lecture Notes in Communications in Computer and Information Science

      Volume: 173 Pages: 43-47

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 創造的開発技法を用いた消費者意見からの購入要因の抽出および定量化2011

    • Author(s)
      R.Saga, H.Tsuji, T.Miyamoto, K.Tabata
    • Journal Title

      神奈川工科大学紀要

      Volume: 35 Pages: 45-55

    • NAID

      120003934759

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development and Case Study of Trend Analysis Software Based on FACT-Graph2010

    • Author(s)
      Ryosuke Saga, Hiroshi Tsuji, Takao Miyamoto, Kuniaki Tabata
    • Journal Title

      Journal of Artificial Life and Robotics Vol.15

      Pages: 234-238

    • Related Report
      2010 Final Research Report 2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development and Case Study of Trend Analysis Software Based on FACT-Graph2010

    • Author(s)
      R.Saga, H.Tsuji, T.Miyamoto, K.Tabata
    • Journal Title

      Journal of Artificial Life and Robotics

      Volume: 15 Pages: 234-238

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integrated Text Miner for FactGraph-based Trend Analysis2009

    • Author(s)
      Ryosuke Saga, Hiroshi Tsuji, Kuniaki Tabata, Loopo
    • Journal Title

      Lecture Notes on Computer Science Vol.5618

      Pages: 192-200

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Loopo : Integrated Text Miner for FactGraph-based Trend Analysis2009

    • Author(s)
      Ryosuke Saga, Hiroshi Tsuji, Kuniaki Tabata
    • Journal Title

      Lecture Notes on Computer Science (LNCS5618 : Human Interface, Part II)

      Pages: 192-200

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Competition state Visualization Technique for Sales and its Application2009

    • Author(s)
      Yoshihiro Hayashi, Ryosuke Saga, Hiroshi Tsuji
    • Journal Title

      Opportunities and Challenges for Next-Generation Applied Intelligence3

      Pages: 335-340

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Visualization of WebSite Usage with Consideration of Trend and Relationships2011

    • Author(s)
      Ryosuke Saga, T.Miyamoto, Hiroshi Tsuji, Kazunori Matsumoto
    • Organizer
      IADIS International Conference Information Systems 2011
    • Place of Presentation
      Hotel Palacio De Los Velada(スペイン)
    • Year and Date
      2011-03-12
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Application for Text-based comparison analysis using Frequency and Co-occurrence Trend-graph2011

    • Author(s)
      Ryosuke Saga, S.Takamizawa, Hiroshi Tsuji, Kazunori Matsumoto
    • Organizer
      IADIS International Conference Information Systems 2011
    • Place of Presentation
      Hotel Palacio De Los Velada(スペイン)
    • Year and Date
      2011-03-12
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Validation for Model Construction Process by Using Creativity Method2011

    • Author(s)
      K.Kitami, R.Saga, K.Matsumoto
    • Organizer
      IADIS International Conference Information Systems 2011
    • Place of Presentation
      Hotel Palacio De Los Velada(スペイン)
    • Year and Date
      2011-03-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] FACT-Graphを用いた社説の比較分析2011

    • Author(s)
      高見沢聖子, 佐賀亮介, 辻洋, 松本一教
    • Organizer
      第73回情報処理学会全国大会
    • Place of Presentation
      東京工業大学(東京都)
    • Year and Date
      2011-03-04
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Graphical Modeling by Creativity Method for Structural Equation Modeling2011

    • Author(s)
      R.Saga, S.Takamizawa, H.Tsuji, K.Matsumoto
    • Organizer
      Japan-Cambodia Joint Symposium on Information System and Communication Technology
    • Place of Presentation
      王立プノンペン大学(カンボジア)
    • Year and Date
      2011-01-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Enhanced Visualization on Preference Transition for Sales Records2010

    • Author(s)
      Y.Hayashi, F.Masruri, Ryosuke Saga, Hiroshi Tsuji
    • Organizer
      IEEE International Conference on Industrial Informatics
    • Place of Presentation
      Osaka University Nakanoshima Center (Osaka)
    • Year and Date
      2010-07-14
    • Related Report
      2010 Final Research Report
  • [Presentation] Enhanced Visualization on Preference Transition for Sales Records2010

    • Author(s)
      Y.Hayashi, F.Masruri, R.Saga, H.Tsuji
    • Organizer
      IEEE International Conference on Industrial Informatics
    • Place of Presentation
      Hotel Palacio De Los Velada(スペイン)
    • Year and Date
      2010-07-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] ネットワーク分析を用いたゲームソフトの購入要因分析2010

    • Author(s)
      沓澤将, 佐賀亮介, 北見孝大
    • Organizer
      2010年電子情報通信学会総合大会
    • Place of Presentation
      東北大学(仙台市)
    • Year and Date
      2010-03-17
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Visualization study of the relationships between responses in choice-type questionnaire2009

    • Author(s)
      Zhongqi Sheng, Marie Sano, Yoshihiro Hayashi, Hiroshi Tsuji, Ryosuke Saga
    • Organizer
      2009 International Conference on Information Management, Innovation Manag ement and Industrial Engineering (ICIII2009)
    • Place of Presentation
      Xi'an, China
    • Year and Date
      2009-12-27
    • Related Report
      2010 Final Research Report
  • [Presentation] Visualization study of the relationships between responses inchoice-type questionnaire2009

    • Author(s)
      Zhongqi Sheng, Marie Sano, Yoshihiro Hayashi, Hiroshi Tsuji, Ryosuke Saga
    • Organizer
      2009 International Conference on Information Management, Innovation Managementand Industrial Engineering (ICIII2009)
    • Place of Presentation
      Xi'an, China
    • Year and Date
      2009-12-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] ゲームソフトにおけるヒット商品の購入要因分析2009

    • Author(s)
      北見孝大, 佐賀亮介
    • Organizer
      第40回電気学会情報システム研究会
    • Place of Presentation
      電気学会(東京都)
    • Year and Date
      2009-12-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] Visualizing Method based on Item Sales Records and its Experimentation2009

    • Author(s)
      Yoshihiro Hayashi, Ryosuke Saga, Hiroshi Tsuji
    • Organizer
      IEEE International Conference on Systems, Man & Cybernetics (SMC2009)
    • Place of Presentation
      San Antonio, USA
    • Year and Date
      2009-10-11
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] FACT-Graphを用いたトレンド分析支援ツールの開発2009

    • Author(s)
      佐賀亮介, 辻洋, 田畑邦晃
    • Organizer
      第8回情報科学技術フォーラム(FIT2009)
    • Place of Presentation
      東北工業大学(仙台市)
    • Year and Date
      2009-09-04
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Loopo : Integrated Text Miner for FactGraph-based Trend Analysis2009

    • Author(s)
      Ryosuke Saga, Hiroshi Tsuji, Kuniaki Tabata
    • Organizer
      HCI International 2009
    • Place of Presentation
      SanDiego, USA
    • Year and Date
      2009-07-22
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Competition state Visualization Technique for Sales and its Application2009

    • Author(s)
      Yoshihiro Hayashi, Ryosuke Saga, Hiroshi Tsuji
    • Organizer
      The 22th International Conference on Industrial Engineering & Other Applications of Applied Intelligent Systems IEA/AIE conference
    • Place of Presentation
      Tainan, Taiwan
    • Year and Date
      2009-06-27
    • Related Report
      2010 Final Research Report
  • [Presentation] Competition state Visualization Technique for Sales and its Application2009

    • Author(s)
      Yoshihiro Hayashi, Ryosuke Saga, Hiroshi Tsuji
    • Organizer
      The 22th International Conference on Industrial Engineering & Other Applications of Applied lntelligent Systems IEA/AIE conference
    • Place of Presentation
      Tainan, Taiwan
    • Year and Date
      2009-06-27
    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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