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Study on Practically Available Text Minning Technique Based on Kowledge Creation Tool

Research Project

Project/Area Number 15H03383
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Management
Research InstitutionSaitama Gakuen University

Principal Investigator

FUMIO KOMODA  埼玉学園大学, 経済経営学部, 教授 (60116720)

Co-Investigator(Kenkyū-buntansha) 井口 知栄  慶應義塾大学, 商学部(三田), 准教授 (20411209)
林 倬史  国士舘大学, 経営学部, その他 (50156444)
中山 厚穂  首都大学東京, 社会科学研究科, 准教授 (60434198)
荒井 将志  亜細亜大学, 国際関係学部, 講師 (70549691)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2015: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywordsテキストマイニング / データマイニング / 知の構造化 / BOPビジネス / 国際化 / 日本企業 / BOPビジネス
Outline of Final Research Achievements

In this study, pinpoint focus type of text mining technique in dispensable for decision making by private companies is obtained, in replace for its bird’s eye watching type, which has been studied for a long time. The former method enables acquiring detailed knowledge needed for companies.
In order to do so, text blocs composed of five sentences are produced from total text data, followed by (1) analyzing co-occurrence relation between words inside each text block, (2) producing “basic phrases” with syntactic relation , (3) integrating text blocks based on the similarity.

Report

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

    (48 results)

All 2018 2017 2016 2015

All Journal Article (15 results) (of which Int'l Joint Research: 1 results,  Open Access: 2 results,  Peer Reviewed: 2 results) Presentation (23 results) (of which Int'l Joint Research: 8 results,  Invited: 2 results) Book (10 results)

  • [Journal Article] Factors Affecting the Competitiveness of Emerging MNEs: The Case of Firms in Thailand2018

    • Author(s)
      Iguchi, C.
    • Journal Title

      明治大学経営論集

      Volume: 65 Pages: 59-82

    • NAID

      120006552093

    • Related Report
      2017 Annual Research Report
  • [Journal Article] バリューチェーンとビジネスプロセスアウトソーシング(BPO)の展開過程と国際化:フィリピンBPO産業との関連から2018

    • Author(s)
      林倬史
    • Journal Title

      経営論叢

      Volume: 7(2) Pages: 161-189

    • Related Report
      2017 Annual Research Report
  • [Journal Article] テキストマイニングに基づく脳神経外科手術ロボット研究の動向分析2017

    • Author(s)
      菰田文男・正宗賢・那須川哲哉・大津良司・村垣善治
    • Journal Title

      埼玉学園大学紀要

      Volume: 17 Pages: 41-51

    • NAID

      120006495886

    • Related Report
      2017 Annual Research Report
    • Open Access
  • [Journal Article] テキストマイニングに基づく日本企業国際化の研究2017

    • Author(s)
      菰田文男
    • Journal Title

      政策科学学会年報

      Volume: 7 Pages: 13-29

    • NAID

      40021472336

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 新興国の所得の増加とクズネッツの逆U字仮説の再検討2017

    • Author(s)
      林倬史・鎌田桂輔
    • Journal Title

      経営論叢

      Volume: 7(1) Pages: 97-127

    • Related Report
      2017 Annual Research Report
  • [Journal Article] アジアの新たな発展経路とルイスの転換点2017

    • Author(s)
      林倬史
    • Journal Title

      経営論叢

      Volume: 7(1) Pages: 97-126

    • Related Report
      2017 Annual Research Report
  • [Journal Article] BOP戦略としてのBPO戦略:フィリピンIT-BPO1産業の位置づけを中心として2017

    • Author(s)
      林倬史
    • Journal Title

      国士舘大学研究所紀要

      Volume: 47 Pages: 49-69

    • Related Report
      2017 Annual Research Report
  • [Journal Article] テキストデータの分析によるBOPビジネス動向の研究2016

    • Author(s)
      林倬史,菰田文男,中山厚穂
    • Journal Title

      国士舘大学経営研究所紀要

      Volume: 46 Pages: 1-50

    • NAID

      40020962186

    • Related Report
      2016 Annual Research Report
  • [Journal Article] 新興国市場とBOP戦略論の新たな展開ー開発経営学を目指して2016

    • Author(s)
      林倬史
    • Journal Title

      経済論叢

      Volume: 6(1) Pages: 55-86

    • NAID

      120006342550

    • Related Report
      2016 Annual Research Report
  • [Journal Article] 海外の国際ビジネス関連学会とジャーナルとの関わり方2016

    • Author(s)
      井口知栄
    • Journal Title

      国際ビジネス研究

      Volume: 8(2) Pages: 179-185

    • NAID

      130007041034

    • Related Report
      2016 Annual Research Report
  • [Journal Article] International Human Resource Management of Japanese Multinational Corporations: Challenges and Future Directions2016

    • Author(s)
      Sekiguchi, T., Froese, F. J. and Iguchi, C
    • Journal Title

      Asian Business and Management

      Volume: 15(5) Pages: 1-27

    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] 日系多国籍企業のグローバルR&D:在ヨーロッパ多国籍企業子会社のR&D拠点の役割を中心に2015

    • Author(s)
      井口知栄
    • Journal Title

      三田商学研究

      Volume: 57-2 Pages: 141-153

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 新興国の台頭とリバース・イノベーションの分析視角2015

    • Author(s)
      林倬史
    • Journal Title

      経営研究所紀要

      Volume: 45 Pages: 1-30

    • Related Report
      2015 Annual Research Report
  • [Journal Article] 新興国のBOPとNGOの自律的ビジネス生態系戦略―フィリピンの事例を中心として―2015

    • Author(s)
      林倬史
    • Journal Title

      アジア経営研究

      Volume: 21 Pages: 71-82

    • NAID

      130007480727

    • Related Report
      2015 Annual Research Report
  • [Journal Article] マーケティングにおけるSNS上のテキスト・データ活用の可能性と限界2015

    • Author(s)
      中山厚穂
    • Journal Title

      マーケティングジャーナル

      Volume: 138 Pages: 38-54

    • NAID

      130007841615

    • Related Report
      2015 Annual Research Report
  • [Presentation] ピンポイントフォーカス型テキストマイニング手法の研究2017

    • Author(s)
      菰田文男・中山厚穂
    • Organizer
      電子情報通信学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 多国籍企業の研究開発・技術開発拠点のリロケーション:ホストアジア諸国の事例を中心に2017

    • Author(s)
      Iguchi, C.
    • Organizer
      産総研触媒化学融合研究センター第51回講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] BOP戦略としてのBPO戦略:フィリピンIT-BPO1産業の位置づけを中心として2017

    • Author(s)
      林倬史
    • Organizer
      アジア経営学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Non-Hierarchical Clustering for Large Data without Recalculating Cluster Center [summary]2017

    • Author(s)
      Nakayama, A. and Deguchi, S.
    • Organizer
      Conference of the International Federation of Classification Societies
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Generalization of relationship between tweets and products sales in case of new beverage products2017

    • Author(s)
      Tsurumi, H., Masuda, J., and Nakayama, A.
    • Organizer
      Conference of the International Federation of Classification Societies
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Webコミュニケーション・データ上のトピックの分類と変化についての分析2017

    • Author(s)
      中山厚穂・増田純也・鶴見博之
    • Organizer
      日本行動計量学会第45回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 人工知能時代のマーケティング2017

    • Author(s)
      中山厚穂・鶴見博之
    • Organizer
      日本行動計量学会第45回大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] マーケティングのためのデータ活用2017

    • Author(s)
      鶴見裕之・本橋永至・寺本高・中山厚穂・増田純也
    • Organizer
      マーケティングサイエンス学会第101回研究大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Study on Globalization of Japanese Companies Based on Text Mining2017

    • Author(s)
      Nakayama, A. and Komoda, F.
    • Organizer
      Abstracts of 6th Japanese-German Symposium on Classification,
    • Related Report
      2017 Annual Research Report
  • [Presentation] Analysis of Trending Topics in Consumer Web Communication Data2016

    • Author(s)
      Nakayama, A.
    • Organizer
      Abstracts of German-Japanese Symposium 2016
    • Place of Presentation
      Schloss Reisensburg, Gunzburg
    • Year and Date
      2016-12-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Base-of-Pyramid business strategies to tackle poverty in emerging countries: Strategic management in economic development2016

    • Author(s)
      Hayashi, T., Iguchi, C., Arai, M.
    • Organizer
      European International Business Academy
    • Place of Presentation
      Wienna
    • Year and Date
      2016-12-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Effects of Inter-Organizational Collaborative R&D on MNEs' Innovation Systems2016

    • Author(s)
      Iguchi, C. Hayashi, T. and Nakayama, A.
    • Organizer
      European International Business Academy
    • Place of Presentation
      Wienna
    • Year and Date
      2016-12-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 新興国市場の特質と新たなBOP戦略論2016

    • Author(s)
      林倬史
    • Organizer
      日本経営学会関東部会
    • Place of Presentation
      日本大学 東京
    • Year and Date
      2016-11-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] アジアにおけるBOP戦略と経営戦略論の再検討2016

    • Author(s)
      林倬史
    • Organizer
      アジア経営学会全国大会
    • Place of Presentation
      九州産業大学 福岡
    • Year and Date
      2016-09-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 日系企業の研究開発・技術開発のアジア域内でのリロケーション2016

    • Author(s)
      .井口知栄
    • Organizer
      アジア経営学会全国大会
    • Place of Presentation
      九州産業大学 福岡
    • Year and Date
      2016-09-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] マーケティングにおけるWebコミュニケーションデータ活用の可能性2016

    • Author(s)
      中山厚穂
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      金沢大学 金沢
    • Year and Date
      2016-09-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] マーケティングデータにおける 非対称性の分析-Web上のマーケティング・コミュニケーションデータの分析-2016

    • Author(s)
      中山厚穂
    • Organizer
      日本行動計量学会44回全国大会
    • Place of Presentation
      札幌学院大学 江別
    • Year and Date
      2016-08-31
    • Related Report
      2016 Annual Research Report
  • [Presentation] クラスタ中心を再計算しない 大規模データのための 非階層的クラスタリング2016

    • Author(s)
      中山厚穂,出口慎二,烏谷正彦
    • Organizer
      日本行動計量学会44回全国大会
    • Place of Presentation
      札幌学院大学 江別
    • Year and Date
      2016-08-31
    • Related Report
      2016 Annual Research Report
  • [Presentation] Classification and Prediction of Topics on Social Media considering Temporal Variation2015

    • Author(s)
      A.Nakayama
    • Organizer
      The 9th Conference of the Asian Regional Section of the IASC
    • Place of Presentation
      National University of Singapore
    • Year and Date
      2015-12-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] From Local Suppliers to Malaysian MNEs: Effects of National Innovation Systems on EMNEs2015

    • Author(s)
      C.Iguchi
    • Organizer
      41st EIBA Annual Conference
    • Place of Presentation
      RUC Rio de Janeiro
    • Year and Date
      2015-12-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 日系多国籍企業のイノベーション・システム-在東南アジアR&D拠点の役割と企業間連携の視点から2015

    • Author(s)
      井口知栄
    • Organizer
      工業経営研究学会
    • Place of Presentation
      明治大学
    • Year and Date
      2015-08-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] The Classification and Visualization of Twitter Trending Topics Considering Time Series Variation2015

    • Author(s)
      A.Nakayama
    • Organizer
      2015 Conference of the International Federation of
    • Place of Presentation
      University of Bologna, Italy
    • Year and Date
      2015-07-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Local and Global Innovation by Japanese MNEs2015

    • Author(s)
      C.Iguchi
    • Organizer
      Asia Academy of Management
    • Place of Presentation
      Chinese University of Hong Kong,
    • Year and Date
      2015-06-22
    • Related Report
      2015 Annual Research Report
  • [Book] Japanese Foreign Direct Investment in Thailand: Promoting an 'Interactive' Institutional Approach. In M. M. McCarthy (Ed.), Routledge Handbook of Japanese Foreign Policy(pp281-305)2018

    • Author(s)
      Horn, S. A., Wittek, B. H., & Iguchi, C.
    • Total Pages
      404
    • Publisher
      Routledge
    • ISBN
      1138182109
    • Related Report
      2017 Annual Research Report
  • [Book] The Effects of Inter-Organizational Collaborative R&D on MNEs' Innovation Systems. In T. Sakamoto & S. Shoda (Eds.), Global, Innovative and Environmental Management (pp. 64-81)2017

    • Author(s)
      Iguchi, C., Hayashi, T., & Nakayama, A.
    • Total Pages
      180
    • Publisher
      Maruzen Planet
    • ISBN
      4863453205
    • Related Report
      2017 Annual Research Report
  • [Book] The Classification and Visualization of Twitter Trending Topics Considering Time Series Variation. In F. Palumbo, A. Montanari, M. Vichi (Eds.), Data Science - Innovative Developments in Data Analysis and Clustering (pp 161-173)2017

    • Author(s)
      Nakayama, A.
    • Total Pages
      360
    • Publisher
      Springer-Verlag
    • ISBN
      331955722X
    • Related Report
      2017 Annual Research Report
  • [Book] The Classification and Visualization of Twitter Trending Topics Considering Time Series Variation. In F.2017

    • Author(s)
      Nakayama, A.
    • Publisher
      Springer-Verlag
    • Related Report
      2016 Annual Research Report
  • [Book] The Effects of Inter-Organizational Collaborative R&D on MNEs' Innovation Systems, in T. Sakamoto and S. Shoda (eds) Global, Innovative and Environmental Management2017

    • Author(s)
      Iguchi, C. Hayashi, T. and Nakayama, A
    • Total Pages
      17
    • Publisher
      Maruzen Planet
    • Related Report
      2016 Annual Research Report
  • [Book] 新興国市場の特質と新たなBOP戦略論2016

    • Author(s)
      林倬史
    • Total Pages
      207
    • Publisher
      文眞堂
    • Related Report
      2016 Annual Research Report
  • [Book] Evaluating the Necessity of a Triadic Distance Model. In A. F. X. Wilhelm, and H. A. Kestler (Eds.), Analysis of Large and Complex Data2016

    • Author(s)
      Nakayama, A.
    • Total Pages
      11
    • Publisher
      Springer-Verlag
    • Related Report
      2016 Annual Research Report
  • [Book] 調査に従事する人々のための統計学応用講座 第4版2016

    • Author(s)
      中山厚穂
    • Total Pages
      133
    • Publisher
      マーケティング・リサーチ協会
    • Related Report
      2016 Annual Research Report
  • [Book] グローバル化と多国籍企業」、関口・竹内・井口編『国際人的資源管理』2016

    • Author(s)
      井口知栄
    • Total Pages
      18
    • Publisher
      中央経済社
    • Related Report
      2016 Annual Research Report
  • [Book] The Local Impact of Globalization in South and Southeast Asia: Offshore Business Processes in Services Industries2015

    • Author(s)
      C.Iguchi(B. Lambregts, N. Beerepoot and R.C. Kloosterman (eds))
    • Total Pages
      238
    • Publisher
      Routledge
    • Related Report
      2015 Annual Research Report

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

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