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A research on innovation diffusion and visualization of these processes with text-mining

Research Project

Project/Area Number 25885063
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Management
Research InstitutionOsaka City University

Principal Investigator

TAKEOKA Shiro  大阪市立大学, 大学院経営学研究科, 特任講師 (70711555)

Research Collaborator INOUE Yusuke  京都外国語大学, 非常勤講師
TAKAYANAGI Naoya  実践大学, 助理教授
TAKAGI Syuichi  大阪市立大学, 大学院経営学研究科
Project Period (FY) 2013-08-30 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsイノベーション / 普及 / テキストマイニング / 経営学
Outline of Final Research Achievements

This research clarifies the transition from feature phones to smartphones in mobile. This research reveals discontinuity from referential relationships. And then we examines discontinuity with topic analysis which is a method of calculating appearance rate in text-mining.
Using topic analysis, in 16 topics (in 43 topics), we clarified obvious differences of appearance rate. On the other hand, in 27 topics, we can not clarified differences.
From these results, we can find discontinuity and continuity in the transition from feature phones to smartphones.

Report

(3 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • Research Products

    (6 results)

All 2015 2014 2013

All Journal Article (4 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 3 results) Presentation (2 results)

  • [Journal Article] イノベーションは消費者にどのように認知されているのか-クチコミ情報から見るイノベーションの非連続性と連続性-2015

    • Author(s)
      竹岡志朗、高柳直弥、井上祐輔、高木修一
    • Journal Title

      NEXTCOM

      Volume: 21 Pages: 54-63

    • NAID

      40020376880

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] テキストマイニングを用いたイノベーションの普及分析2014

    • Author(s)
      竹岡志朗、高木修一、井上祐輔
    • Journal Title

      日本情報経営学会誌

      Volume: 35-1 Pages: 72-86

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] テキストマイニングに関する方法論的検討‐クチコミ情報に基づくイノベーションの普及分析2014

    • Author(s)
      井上祐輔、竹岡志朗、高木修一
    • Journal Title

      日本情報経営学会誌

      Volume: 35-1 Pages: 59-71

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] The analysis of innovation diffusion on the basis of social constructivism with the use of text mining2014

    • Author(s)
      Takeoka, S., Inoue, Y., Takayanagi, N., Takagi, S., Ota, M.
    • Journal Title

      情報経営学会誌

      Volume: Vol.33-4 Pages: 115-137

    • Related Report
      2013 Annual Research Report
  • [Presentation] イノベーションの普及における連続性と非連続性2014

    • Author(s)
      竹岡志朗、高柳直弥、井上祐輔、高木修一
    • Organizer
      日本情報経営学会
    • Place of Presentation
      ホテル日航八重山(沖縄県)
    • Year and Date
      2014-11-08 – 2014-11-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] テキストマイニングに関する方法論的検討-イノベーションの普及分析2013

    • Author(s)
      井上祐輔、竹岡志朗、高木修一
    • Organizer
      情報経営学会
    • Place of Presentation
      徳山大学
    • Related Report
      2013 Annual Research Report

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Published: 2013-09-12   Modified: 2019-07-29  

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