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Studies on the methods and the environment of graphical representation for advanced data visualization

Research Project

Project/Area Number 23500358
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Statistical science
Research InstitutionTokai University

Principal Investigator

YAMAMOTO Yoshiro  東海大学, 理学部, 教授 (80301943)

Co-Investigator(Kenkyū-buntansha) IIZUKA Masaya  岡山大学, 環境学研究科, 准教授 (60322236)
FUJINO Tomokazu  福岡女子大学, 文理学部, 講師 (40364161)
KUBOTA Takafumi  統計数理研究所, リスク解析戦略研究所, 特任助教 (30379705)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords統計グラフ表現 / 可視化 / Web / 統計情報 / 統計グラフ / HTML5 / 統計環境R / Visualization / 視覚化 / HTML5
Research Abstract

This research is a theoretical study of the visualization methods for statistical data. It is also a proposal on how to implement these visualization to the current environment on PC. Results in the open data through the Internet is available, the need for visualization of statistical data is increasing. In this research, we propose a visualization method made possible to utilize the new features of the statistical analysis software. In addition, we realized the visualization of statistical data as a Web application. Awing to this grant of research funding, we could suggest new ways of the visualization method for statistical data. In addition, we were able to propose a prototype of a method for visualizing data using, such as a Web browser.

Report

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

    (54 results)

All 2014 2013 2012 2011 Other

All Journal Article (12 results) (of which Peer Reviewed: 12 results) Presentation (33 results) (of which Invited: 4 results) Book (7 results) Remarks (2 results)

  • [Journal Article] 空間データベースを用いた隣接情報の作成と自殺データの集積性への応用2013

    • Author(s)
      久保田貴文, 藤野友和, 冨田誠, 石岡文生, 藤田利治
    • Journal Title

      統計数理

      Volume: Vol.61 No.1 Pages: 167-176

    • NAID

      40019814561

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Visualization of zone activity and possession in soccer games2013

    • Author(s)
      S. Yamada, S.Munakata, K.Yagi and Y.Yamamoto
    • Journal Title

      ICT and Knowledge Engineering (ICT&KE)

      Pages: 1-4

    • DOI

      10.1109/ictke.2013.6756274

    • NAID

      130006575668

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Use of stand-alone and web-based systems for DNA analysis2013

    • Author(s)
      K. Yagi, T. Funayama, Y. Yamamoto, and Y. Hoshi
    • Journal Title

      ICT and Knowledge Engineering (ICT&KE)

      Pages: 1-3

    • DOI

      10.1109/ictke.2013.6756273

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Alternating least squares in nonlinear principal components2013

    • Author(s)
      Kuroda, M., Mori, Y., Iizuka, M. and Sakakihara, M
    • Journal Title

      Computational Statistics

      Volume: Vol.5 No.6 Issue: 6 Pages: 456-464

    • DOI

      10.1002/wics.1279

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 空間データベースを用いた隣接情報の作成と自殺データの集積性への応用2013

    • Author(s)
      久保田貴文,藤野友和,冨田 誠,石岡文生,藤田利治
    • Journal Title

      統計数理

      Volume: 61(1) Pages: 167-176

    • NAID

      40019814561

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Simulation study of Geometric Anisotropy Detection Methods2012

    • Author(s)
      T. Kubota and T. Tarumi
    • Journal Title

      Journal of the Japanese Society of Computational Statistics

      Volume: Vol.25 No.1 Pages: 13-24

    • NAID

      10031131382

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Graphics for Spatial Clustering Based on Inter-temporal Variation2012

    • Author(s)
      T.Fujino, Y.Yamamoto
    • Journal Title

      Analysis and Modeling of Complex Data in Behavioural and Social Sciences

      Pages: 1-4

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A simulation study of geometric anisotropy detection methods2012

    • Author(s)
      Takafumi Kubota, Tomoyuki Tarumi
    • Journal Title

      Journal of the Japanese Society of Computational Statistics

      Volume: 25 Pages: 13-24

    • NAID

      10031131382

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Cluster analysis of age-grouped suicide data in Japan with spatio-temporal structure2012

    • Author(s)
      Kubota, T., Tomita, M., Ishioka, F. and Fujita, T.
    • Journal Title

      COMPSTAT2012 Proceedings in Computational Statistics

      Pages: 449-460

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Two-stage acceleration for non-linear PCA2012

    • Author(s)
      Kuroda, M., Sakakihara, M., Mori, Y. and Iizuka, M.
    • Journal Title

      COMPSTAT2012 Proceedings in Computational Statistics

      Pages: 461-471

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Electronic statistics textbook by EPUB 3.02012

    • Author(s)
      Zhang, L., Iizuka, M., and Tarumi, T.
    • Journal Title

      COMPSTAT2012 Proceedings in Computational Statistics

      Pages: 879-891

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Cluster Analysis of Car Parking Data, and Development of their Web Applications2011

    • Author(s)
      T. Kubota, T.Hayashi and T.Tarumi
    • Journal Title

      Communications of the Korean Statistical Society

      Volume: Vol.18 No.4 Pages: 549-557

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] アンケート集計結果の可視化と設問のクラスタリング2014

    • Author(s)
      宗像昌平, 山本義郎
    • Organizer
      応用統計学会2014年度年会
    • Place of Presentation
      統計数理研究所
    • Related Report
      2013 Final Research Report
  • [Presentation] 移動OPS による打者の調子の波の可視化2014

    • Author(s)
      船山貴光, 山本義郎
    • Organizer
      応用統計学会2014年度年会
    • Place of Presentation
      統計数理研究所
    • Related Report
      2013 Final Research Report
  • [Presentation] プロ野球打者の特徴の数値化と分類2014

    • Author(s)
      八木圭太, 山本義郎
    • Organizer
      日本計算機統計学会第28回大会
    • Place of Presentation
      中央大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 多肢選択アンケートのメディア層の反応の可視化2014

    • Author(s)
      山田実俊, 山本義郎
    • Organizer
      日本計算機統計学会第28回大会
    • Place of Presentation
      中央大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 条件付きアソシエーションによる購入の特徴抽出2014

    • Author(s)
      亀岡 瑶, 船山貴光, 宗像昌平, 山田実俊, 八木圭太, 山本義郎
    • Organizer
      日本計算機統計学会第28回大会
    • Place of Presentation
      中央大学
    • Related Report
      2013 Final Research Report
  • [Presentation] アンケートの可視化によるメディア層の嗜好の分析2014

    • Author(s)
      宗像昌平, 山田実俊, 船山貴光, 八木圭太, 趙 斌, 亀岡 瑶, 山本義郎
    • Organizer
      日本計算機統計学会第28回大会
    • Place of Presentation
      中央大学
    • Related Report
      2013 Final Research Report
  • [Presentation] プロ野球打者の特徴による分類2014

    • Author(s)
      八木圭太, 山本義郎
    • Organizer
      日本分類学会第32回大会
    • Related Report
      2013 Final Research Report
  • [Presentation] Computational methods of Kudo's likelihood tests2014

    • Author(s)
      Takafumi Kubota, Hiroe Tsubaki
    • Organizer
      The Fourth TKU-KMITL Joint Symposium on Mathematics and Applied Mathematics
    • Place of Presentation
      東海大学湘南校舎
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] プロ野球打者の特徴による分類2014

    • Author(s)
      八木圭太,山本義郎
    • Organizer
      日本分類学会第32回大会
    • Place of Presentation
      都大学東京 秋葉原サテライトキャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] アソシエーションルールの視覚化とアイテムの分類2013

    • Author(s)
      松居俊宏, 飯塚誠也
    • Organizer
      北海道大学情報基盤センター共同研究「ビッグデータの効率的情報縮約と発見的情報表現の研究」「大規模データに対するシンボリックデータ解析法に関する研究」(北海道大学情報基盤センター共同研究)
    • Related Report
      2013 Final Research Report
  • [Presentation] Text Mining for Tweet Data of Suicide in Japan2013

    • Author(s)
      T. Kubota, H. Tsubaki
    • Organizer
      Joint International Session of the 2013 Korean Statistical Society Meeting
    • Related Report
      2013 Final Research Report
  • [Presentation] カーネル密度推定を用いたクーポン共同購入サイトの解析2013

    • Author(s)
      宗像昌平, 山本義郎
    • Organizer
      日本計算機統計学会第27回シンポジウム
    • Place of Presentation
      熊本市
    • Related Report
      2013 Final Research Report
  • [Presentation] Text Mining for Tweet Data of Suicide in Japan2013

    • Author(s)
      Takafumi Kubota, Hiroe Tsubaki
    • Organizer
      Joint International Session of the 2013 Korean Statistical Society Meeting
    • Place of Presentation
      Songdo, Incheon, Korea
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] アソシエーションルールの視覚化とアイテムの分類について2013

    • Author(s)
      松居俊宏,飯塚誠也
    • Organizer
      日本計算機統計学会第27回シンポジウム
    • Place of Presentation
      熊本市崇城大学ホール
    • Related Report
      2013 Annual Research Report
  • [Presentation] Comparison of Numerical Computations of Multivariate Normal Integration2013

    • Author(s)
      B. Zhao and Y. Yamamoto
    • Organizer
      Ishigaki International Conference on Modern Statistics Theories, Practices, and Education in the 21st Century
    • Place of Presentation
      沖縄県石垣
    • Related Report
      2013 Annual Research Report
  • [Presentation] Clustering for Large Data Sets : Computation and Visualization2012

    • Author(s)
      Yoshiro Yamamoto
    • Organizer
      ISBIS-2012 International Symposium on Business and Bangkon, Thai Industrial Statistics
    • Place of Presentation
      Bangkon, Thailand
    • Related Report
      2013 Final Research Report
  • [Presentation] Statistical Graphics for Spatial Clustering Based on Inter-temporal Variation2012

    • Author(s)
      T.Fujino and Y. Yamamoto
    • Organizer
      JCS-CLADAG
    • Place of Presentation
      Capri island, Italy
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] 自殺死亡の地域統計の可視化について2012

    • Author(s)
      久保田貴文, 冨田誠, 石岡文生, 椿広計
    • Organizer
      日本計算機統計学会第26回シンポジウム
    • Place of Presentation
      東京(東京大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] Clustering for Large Data Sets: Computation and Visualization2012

    • Author(s)
      Yoshiro Yamamoto
    • Organizer
      ISBIS-2012 International Symposium on Business and Industrial Statistics
    • Place of Presentation
      Bangkon, Thai
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 購買データとログデータの分析2012

    • Author(s)
      山本義郎,山田実俊,宗像昌平,八木圭太,郡川貴子
    • Organizer
      日本計算機統計学会第26回大会
    • Place of Presentation
      高松(香川県社会福祉総合センター)
    • Related Report
      2012 Research-status Report
  • [Presentation] 電子教科書における動的教材2012

    • Author(s)
      張梁,飯塚誠也,垂水共之
    • Organizer
      日本計算機統計学会第26回シンポジウム
    • Place of Presentation
      東京(東京大学)
    • Related Report
      2012 Research-status Report
  • [Presentation] 電子教科書の可能性について2012

    • Author(s)
      垂水共之,張梁,飯塚誠也
    • Organizer
      2012年度統計関連学会連合大会
    • Place of Presentation
      札幌市(北海道大学)
    • Related Report
      2012 Research-status Report
  • [Presentation] EPUB3.0による統計教科書2012

    • Author(s)
      張梁,飯塚誠也,垂水共之
    • Organizer
      日本計算機統計学会第26回大会
    • Place of Presentation
      高松(香川県社会福祉総合センター)
    • Related Report
      2012 Research-status Report
  • [Presentation] Spatio-temporal Clustering of Age Grouped Suicide Data in Japan2012

    • Author(s)
      Takafumi Kubota, Makoto Tomita, Fumio Ishioka and Toshiharu Fujita
    • Organizer
      Analysis and Modeling of Complex Data in Behavioural and Social Sciences
    • Place of Presentation
      the University of Naples International Centre for Scientific Culture(イタリア)
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] 自殺死亡の地域統計の可視化について2012

    • Author(s)
      久保田貴文, 冨田誠,石岡文生, 椿広計
    • Organizer
      日本計算機統計学会 第26 回シンポジウム
    • Place of Presentation
      東京(東京大学)
    • Related Report
      2012 Research-status Report
  • [Presentation] Application Of The Parallel Coordinate Plot For Ranking Comparison Between Two Groups2011

    • Author(s)
      T. Fujino, Y. Yamamoto
    • Organizer
      58th World Statistics Congress of the International Statistical Institute
    • Place of Presentation
      Dublin
    • Related Report
      2013 Final Research Report
  • [Presentation] クラスタリングの計算の効率化と視覚的表示法について2011

    • Author(s)
      郡川貴子, 山本義郎
    • Organizer
      日本分類学会第29回研究報告会
    • Place of Presentation
      同志社大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 大量データに対するクラスタリングの視覚的表示方法に対する提案2011

    • Author(s)
      郡川貴子, 山本義郎
    • Organizer
      日本計算機統計学会第25回大会
    • Place of Presentation
      函館
    • Related Report
      2013 Final Research Report
  • [Presentation] Application of the Parallel Coordinate Plot for Ranking Comparison between Two Groups2011

    • Author(s)
      T. Fujino and Y.Yamamoto
    • Organizer
      58th World Statistics Congress (ISI2011)
    • Place of Presentation
      Dublin, Ireland
    • Related Report
      2011 Research-status Report
  • [Presentation] Visualization Tools for Feature Extraction of Order Fluctuations2011

    • Author(s)
      T. Fujino and Y.Yamamoto
    • Organizer
      Joint meeting of the 2011 Taipei international statistical symposium and 7th conference of the Asian regional section of the IASC
    • Place of Presentation
      台湾台北市
    • Related Report
      2011 Research-status Report
  • [Presentation] Calculation methods and Graphical expression of two-step cluster analysis2011

    • Author(s)
      T.Korikawa and Y.Yamamoto
    • Organizer
      Joint meeting of the 2011 Taipei international statistical symposium and 7th conference of the Asian regional section of the IASC
    • Place of Presentation
      台湾台北市
    • Related Report
      2011 Research-status Report
  • [Presentation] 大量データに対するクラスタリングの視覚的表示方法に対する提案2011

    • Author(s)
      郡川貴子・山本義郎
    • Organizer
      日本計算機統計学会第25回大会
    • Place of Presentation
      亀田福祉センター(函館市)
    • Related Report
      2011 Research-status Report
  • [Presentation] クラスタリングの計算の効率化と視覚的表示法について2011

    • Author(s)
      郡川貴子・山本義郎
    • Organizer
      日本分類学会第29回研究報告会
    • Place of Presentation
      同志社大学室町キャンパス(京都市)
    • Related Report
      2011 Research-status Report
  • [Book] 統計データの視覚化2013

    • Author(s)
      山本義郎, 飯塚誠也, 藤野友和
    • Total Pages
      219
    • Publisher
      共立出版
    • Related Report
      2013 Final Research Report
  • [Book] 統計学序論2013

    • Author(s)
      山本義郎, 鳥越規央
    • Total Pages
      197
    • Publisher
      東海大学出版
    • Related Report
      2013 Final Research Report
  • [Book] 統計データの視覚化(Rで学ぶデータサイエンス12)2013

    • Author(s)
      山本義郎,飯塚誠也,藤野友和
    • Total Pages
      219
    • Publisher
      共立出版
    • Related Report
      2013 Annual Research Report
  • [Book] 統計学序論2013

    • Author(s)
      山本義郎,鳥越規央
    • Total Pages
      197
    • Publisher
      東海大学出版
    • Related Report
      2013 Annual Research Report
  • [Book] 統計データの視覚化2013

    • Author(s)
      山本義郎,飯塚 誠也,藤野 友和
    • Total Pages
      250
    • Publisher
      共立出版
    • Related Report
      2012 Research-status Report
  • [Book] 統計応用の百科事典2011

    • Author(s)
      山本義郎(松原望, 美添泰人編)
    • Total Pages
      698
    • Publisher
      丸善出版
    • Related Report
      2013 Final Research Report
  • [Book] 統計応用の百科事典2011

    • Author(s)
      山本義郎(松原望,美添 泰人 編)
    • Total Pages
      698
    • Publisher
      丸善出版
    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://stat.sm.u-tokai.ac.jp/~yama/

    • Related Report
      2013 Final Research Report
  • [Remarks] 山本義郎

    • URL

      http://stat.sm.u-tokai.ac.jp/~yama/

    • Related Report
      2013 Annual Research Report

URL: 

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

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