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Research on data integration and visualization site for utilizing Open data

Research Project

Project/Area Number 15K11997
Research Category

Grant-in-Aid for Challenging Exploratory Research

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

Principal Investigator

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

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsオープンデータ / SNSデータ / 可視化 / データ分析 / インタラクティブ / Webアプリケーション / 統計解析システム / WebAPI / データベース / データ解析システム
Outline of Final Research Achievements

We organized the information available by using the Internet such as open data and SNS information and investigated ways to make effective use of them. Originally, we assumed the site construction to integrate such data, but it was beneficial to show many examples of system construction that effectively utilized them. The first target area was disaster reduction, and we construct a GIS visualization system using Twitter, Google API, Google Map, etc. In addition, Shiny which can easily construct Web application with R is used to construct a visualization system of Utsutinta data on emergency transportation of cardiopulmonary arrest patients. In addition, we also implemented a function that makes user's convenience more interactive.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (40 results)

All 2017 2016 2015

All Journal Article (18 results) (of which Peer Reviewed: 12 results,  Open Access: 1 results) Presentation (20 results) (of which Int'l Joint Research: 9 results,  Invited: 1 results) Book (2 results)

  • [Journal Article] The implementation of a hospital-wide practice for the selective use of carbapenems based on the monitoring of susceptibility of Pseudomonas aeruginosa isolates2017

    • Author(s)
      T. Ohshima , S. Asai, M. Miyazawa, Y. Yamamoto, A. Hisada, C. Kumazawa , M. Hashimoto, K. Fukawa, H. Iwashita, K. Umezawa, S. Yamada, Y. Yamamoto, H. Miyachi
    • Journal Title

      Tokai J Exp Clin Med

      Volume: 42(4) Pages: 176-181

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Visualization system for analyzing regional characteristics of Utstein data2017

    • Author(s)
      Yamada Sanetoshi、Umezawa Kazuo、Yamamoto Yoshiro、Ozeki Tomoko
    • Journal Title

      2017 Fifteenth International Conference on ICT and Knowledge Engineering

      Pages: 40-44

    • DOI

      10.1109/ictke.2017.8259619

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Suggestion and evaluation a method to calculate the efficient defensive formation using probability ellipse and convex hull2017

    • Author(s)
      Konda Kazuki、Yamamoto Yoshiro
    • Journal Title

      2017 Fifteenth International Conference on ICT and Knowledge Engineering

      Pages: 35-39

    • DOI

      10.1109/ictke.2017.8259618

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of visualization application of tweet data for extracting information in case of disaster2017

    • Author(s)
      Funayama Takamitsu、Yamamoto Yoshiro、Uchida Osamu
    • Journal Title

      2017 Fifteenth International Conference on ICT and Knowledge Engineering

      Pages: 45-49

    • DOI

      10.1109/ictke.2017.8259620

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Approach to good customers based on questionnaire response trends2017

    • Author(s)
      Suzuki Ippei、Yamada Sanetoshi、Yamamoto Yoshiro
    • Journal Title

      2017 Fifteenth International Conference on ICT and Knowledge Engineering

      Pages: 50-53

    • DOI

      10.1109/ictke.2017.8259621

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] VISUALIZATION OF ZONE ACTIVITY AND POSSESSION IN SOCCER GAMES2017

    • Author(s)
      山田 実俊、山本 義郎
    • Journal Title

      Bulletin of the Computational Statistics of Japan

      Volume: 30 Issue: 1 Pages: 59-70

    • DOI

      10.20551/jscswabun.30.1_59

    • NAID

      130006575668

    • ISSN
      0914-8930, 2189-9789
    • Related Report
      2017 Annual Research Report
  • [Journal Article] Improvement of Twitter-based disaster-related information sharing system2017

    • Author(s)
      Kosugi Masafumi、Utsu Keisuke、Tajima Sachi、Tornita Makoto、Kajita Yoshitaka、Yamamoto Yoshiro、Uchida Osamu
    • Journal Title

      Proc. 4th International Conference on Information and Communication Technologies for Disaster Management

      Pages: 1-7

    • DOI

      10.1109/ict-dm.2017.8275693

    • Related Report
      2017 Annual Research Report
  • [Journal Article] DCLASSIFICATION AND VISUALIZATION OF CUSTOMER CHARACTERISTIC INFORMATION BY SELF ORGANIZING MAPS2016

    • Author(s)
      亀岡 瑶、宗像 昌平、八木 圭太、山本 義郎
    • Journal Title

      Bulletin of the Computational Statistics of Japan

      Volume: 29 Issue: 2 Pages: 181-188

    • DOI

      10.20551/jscswabun.29.2_181

    • NAID

      130005631769

    • ISSN
      0914-8930, 2189-9789
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] THE CLASSIFICATION OF THE STORE BY THE SALES TENDENCY AND ANALYSIS AND VISUALIZATION OF THE TENDENCY TO PURCHASING2016

    • Author(s)
      山田実俊・船山貴光・河野克哉・服部 敦・山本義郎
    • Journal Title

      Bulletin of the Computational Statistics of Japan

      Volume: 29 Issue: 2 Pages: 159-167

    • DOI

      10.20551/jscswabun.29.2_159

    • NAID

      130005631747

    • ISSN
      0914-8930, 2189-9789
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] The New Calculation Method of Run Expectancy2016

    • Author(s)
      kazuki Konda and Yoshiro Yamamoto
    • Journal Title

      2016 Fourteenth International Conference on ICT and Knowledge Engineering

      Volume: 14 Pages: 19-24

    • DOI

      10.1109/ictke.2016.7804093

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Discussion of Outlier Detection Methods of Purchasing Data2016

    • Author(s)
      Katsuya Kono and Yoshiro Yamamoto
    • Journal Title

      2016 Fourteenth International Conference on ICT and Knowledge Engineering

      Volume: 14 Pages: 12-18

    • DOI

      10.1109/ictke.2016.7804092

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Exploratory data analysis for medical data using interactive data visualization.2016

    • Author(s)
      Yamada, S, Yamamoto Y, Umezawa K, Asai S, Miyachi H, Hashimoto M, Inokuchi S.
    • Journal Title

      ICT and Knowledge Engineering (ICT&KE), 2016 14th International Conference on Date of Conference

      Volume: 01.2016 Pages: 23-25

    • DOI

      10.1109/ictke.2016.7804091

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 対応分析を用いたアソシエーションルールによるアンケート結果の可視化2016

    • Author(s)
      山田実俊・山本義郎
    • Journal Title

      データ分析の理論と応用

      Volume: 第5巻第1号 Pages: 3-15

    • NAID

      130007828131

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Disaster Mitigation Support System using Web Services and SNS Information2015

    • Author(s)
      T. Funayama, Y. Yamamoto, M. Tomita, Y. Kajita, S. Tajima, K. Utsu, O. Uchida
    • Journal Title

      2015 13th International Conference on ICT and Knowledge Engineering

      Volume: 13 Pages: 42-48

    • DOI

      10.1109/ictke.2015.7368469

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Visualization of relations of stores by using Association Rule Mining2015

    • Author(s)
      S. Yamada, T. Funayama, Y. Yamamoto
    • Journal Title

      2015 13th International Conference on ICT and Knowledge Engineering

      Volume: 13 Pages: 19-23

    • DOI

      10.1109/ictke.2015.7368465

    • Related Report
      2015 Research-status Report
  • [Journal Article] Visualization of attack and analysis of play affect goal in soccer game2015

    • Author(s)
      H. Hibi, Y. Kameoka, S. Uchiyama, Y. Yamamoto
    • Journal Title

      2015 13th International Conference on ICT and Knowledge Engineering

      Volume: 13 Pages: 15-18

    • DOI

      10.1109/ictke.2015.7368464

    • Related Report
      2015 Research-status Report
  • [Journal Article] Visualization of baseball player’s defensive range using a probability ellipse2015

    • Author(s)
      K. Kono and Y. Yamamoto
    • Journal Title

      2015 13th International Conference on ICT and Knowledge Engineering

      Volume: 13 Pages: 38-41

    • DOI

      10.1109/ictke.2015.7368468

    • Related Report
      2015 Research-status Report
  • [Journal Article] シンプレックス法を用いた非負のモデルパラメータを持つ並列処理時間モデルの予測力向上2015

    • Author(s)
      折居茂夫・山本義郎
    • Journal Title

      情報処理学会論文誌

      Volume: 56巻6号 Pages: 1481-1495

    • NAID

      170000130671

    • Related Report
      2015 Research-status Report
  • [Presentation] 熊本地震における土砂崩れの始点の推定2017

    • Author(s)
      日比 颯・船山貴光・山本義郎
    • Organizer
      第16回西東京統計研究会
    • Place of Presentation
      専修大学
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 熊本地震後のTweetデータからの有益な情報の抽出と分類2017

    • Author(s)
      船山貴光・山本義郎・内田 理
    • Organizer
      日本分類学会 第35回大会
    • Place of Presentation
      法政大学
    • Year and Date
      2017-03-06
    • Related Report
      2016 Research-status Report
  • [Presentation] アソシエーションルール分析と可視化のための数量化手法の比較2017

    • Author(s)
      山田実俊・山本義郎
    • Organizer
      日本分類学会 第35回大会
    • Place of Presentation
      法政大学
    • Year and Date
      2017-03-06
    • Related Report
      2016 Research-status Report
  • [Presentation] 熊本地震のTweetデータの解析2017

    • Author(s)
      船山貴光・山本義郎・内田 理
    • Organizer
      科研費シンポジウム 「空間データと災害の統計モデル」
    • Place of Presentation
      同志社大学
    • Year and Date
      2017-01-28
    • Related Report
      2016 Research-status Report
  • [Presentation] DITS & DIMS 2: Disaster-related Information Tweeting and Mapping System Version 22017

    • Author(s)
      Osamu Uchida、Masafumi Kosugi、Keisuke Utsu、Sachi Tajima、Makoto Tomita、Yoshitaka Kajita、Yoshiro Yamamoto
    • Organizer
      14th International Conference on Information Systems for Crisis Response and Management
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Information Behavior of University Students Living Outside the Disaster Area After the Kumamoto Earthquake2017

    • Author(s)
      Sachi Tajima、Osamu Uchida、Keisuke Utsu、Makoto Tomita、Yoshitaka Kajita、Yoshiro Yamamoto
    • Organizer
      The 9th International Conference on Society and Information Technologies
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Association rule analysis, and comparison of visualization by the quantification technique2017

    • Author(s)
      Sanetoshi Yamada、Yoshiro Yamamoto
    • Organizer
      Conference of the International Federation of Classification Societies 2017 (IFCS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Information extraction and its visualization using the quantification method from Tweet information for a disaster2017

    • Author(s)
      Takamitsu Funayama、Yoshiro Yamamoto、Osamu Uchida
    • Organizer
      Conference of the International Federation of Classification Societies 2017 (IFCS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of relationship between group and characteristic using association rules2017

    • Author(s)
      Yoshiro Yamamoto、Sanetoshi Yamada
    • Organizer
      2017 Hnagzou International Statistical Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Data provision and visualization system for EMS using cloud2017

    • Author(s)
      Takamitsu Funayama、Takeshi Watanabe、Hideaki Takenaka、Hideki Kimura、Kota Fukuda、Takashi Nakajima、Yoshiro Yamamoto
    • Organizer
      NZSA/IASC-ARS2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ウツタインデータから見える地域差1 ―搬送時間―2017

    • Author(s)
      山田実俊、梅澤和夫、尾関智子、猪口貞樹、山本義郎
    • Organizer
      第12回日本病院前救急診療医学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Improvement of the methods of providing meteorological data for energy management systems2016

    • Author(s)
      T. Funayama, T. Watanabe, H. Takenaka, H. Kimura, K. Fukuda, T. Nakajima, Y. Yamamoto
    • Organizer
      22nd International Conference on COMPUTATIONAL STATISTICS
    • Place of Presentation
      オビエド(スペイン)
    • Year and Date
      2016-09-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Visualization of cross tabulation using association plot2016

    • Author(s)
      Yoshiro Yamamoto and Sanetoshi Yamada
    • Organizer
      5th German-Japanese Symposium on Classification
    • Place of Presentation
      ウルム大学(ドイツ)
    • Year and Date
      2016-09-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Computation of the power of Kudo’s Likelihood Tests2016

    • Author(s)
      Y.Yamamoto
    • Organizer
      The 5th KMITL-TKU Joint International Symposium On Mathematics and Applied Mathematics
    • Place of Presentation
      KMITK (タイ)
    • Year and Date
      2016-03-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] SOMの出力ユニットの隣接関係を考慮した階層型クラスター分析法の比較2016

    • Author(s)
      亀岡 瑶・山本義郎
    • Organizer
      日本分類学会第33回大会
    • Place of Presentation
      東海大学高輪キャンンパス
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 医療データに対するアソシエーションプロットを用いた分析2016

    • Author(s)
      山田実俊・山本義郎
    • Organizer
      日本分類学会第33回大会
    • Place of Presentation
      東海大学高輪キャンンパス
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 店舗ごとの商品の売り上げの傾向の分類方法の考察2016

    • Author(s)
      河野克哉・山本義郎
    • Organizer
      日本分類学会第33回大会
    • Place of Presentation
      東海大学高輪キャンンパス
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 凸包と楕円を用いた野球の守備範囲の評価2015

    • Author(s)
      河野克哉・山本義郎
    • Organizer
      日本計算機統計学会第29回シンポジウム
    • Place of Presentation
      まなぼっと幣舞(北海道釧路市)
    • Year and Date
      2015-11-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 自己組織化マップと階層型クラスタリングによる2段階分類2015

    • Author(s)
      亀岡 瑶・山本義郎
    • Organizer
      日本計算機統計学会第29回シンポジウム
    • Place of Presentation
      まなぼっと幣舞(北海道釧路市)
    • Year and Date
      2015-11-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 対応分析を用いたアソシエーションルールによるアンケート結果の可視化2015

    • Author(s)
      山田実俊・山本義郎
    • Organizer
      2015年度統計関連学会連合大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
  • [Book] 改訂版 日本統計学会公式認定 統計検定2級対応 統計学基礎2015

    • Author(s)
      田中 豊・中西寛子・姫野哲人・酒折文武・山本義郎
    • Total Pages
      272
    • Publisher
      東京図書
    • Related Report
      2015 Research-status Report
  • [Book] Rによるデータマイニング入門2015

    • Author(s)
      山本義郎・藤野友和・久保田貴文
    • Total Pages
      244
    • Publisher
      オーム社
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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