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Extracting regional characteristics of Japanese folk songs by quantitative analysis of melody and lyrics

Research Project

Project/Area Number 15K21601
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Library and information science/Humanistic social informatics
Kansei informatics
Research InstitutionDoshisha University (2016-2017)
National Institute for Japanese Language and Linguistics (2015)

Principal Investigator

Kawase Akihiro  同志社大学, 文化情報学部, 助教 (80739186)

Research Collaborator UTSUGI Takayuki  
Oori Sayaka  
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: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords日本民謡 / 地域性 / テトラコルド / 計量分析 / データベース / 旋律構造 / 地域研究 / 音楽情報処理 / 音組織 / XML / デジタル・ヒューマニティーズ
Outline of Final Research Achievements

In this research project, the basis for comparative analysis of regional characteristics of Japanese folk songs was constructed. In order to grasp the difference of songs in each region, we listed out all songs published in "Nihon Min'yo Taikan" (Japan Broadcasting Association Publishing), a cataloged text for Japanese folk songs, and their region names, old provinces, geographic information (longitude and latitude). Converted the songs into MusicXML format, and developed a program for extracting features that constitute the melody of each song. Then executed classification experiments based on the content information of the songs and stored the extracted features in a database. In addition, we visualized features of folk songs using geographical information system. In accordance with the copyright of the publisher, the analysis results and some data set obtained through this research project were made available in the researcher community.

Report

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

    (28 results)

All 2018 2017 2016 2015

All Journal Article (5 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results,  Acknowledgement Compliant: 2 results) Presentation (23 results) (of which Int'l Joint Research: 13 results,  Invited: 1 results)

  • [Journal Article] 文化資源学の再構築-日本民謡の地域情報学的分析2018

    • Author(s)
      河瀬彰宏
    • Journal Title

      文化情報学

      Volume: 13 Pages: 21-24

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Quantitative Analysis of Traditional Folk Songs from Shikoku District2017

    • Author(s)
      Akihiro Kawase
    • Journal Title

      Culture and Computing 2017

      Volume: 5 Pages: 170-177

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 日本民謡の地域比較研究に向けて-西海道・山陰道・山陽道の地域性2017

    • Author(s)
      河瀬彰宏
    • Journal Title

      CIRAS Discussion Paper

      Volume: 72 Pages: 1-64

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 文化現象の解明に向けた学際的共同研究の枠組み構築について2017

    • Author(s)
      河瀬彰宏
    • Journal Title

      「コンサートとオペラを学際研究する」報告書

      Volume: 1 Pages: 6-9

    • Related Report
      2016 Research-status Report
  • [Journal Article] 九州地方における日本民謡の旋律的特徴と地域性の計量的分析2016

    • Author(s)
      河瀬彰宏
    • Journal Title

      国立音楽大学研究紀要

      Volume: 50 Pages: 59-68

    • NAID

      110010038740

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 『地域の知』の創生と再生:日本民謡の地域情報学的分析-音の伝播と普遍性2018

    • Author(s)
      河瀬彰宏
    • Organizer
      京都大学CIRAS共同利用・共同研究報告会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 日本民謡の地域情報学的分析:音の伝播と普遍性(1)2018

    • Author(s)
      河瀬彰宏
    • Organizer
      日本民謡の地域情報学的分析研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 地理情報システムを用いた日本民謡大観の採譜地の可視化2018

    • Author(s)
      河瀬彰宏
    • Organizer
      日本民俗音楽学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Counting the Traditional Japanese Musical Scales2017

    • Author(s)
      Akihiro Kawase
    • Organizer
      International Conference of Japaense Association for Digital Humanities 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Regional Classification of Traditional Japanese Folk Songs from Southwest Regions2017

    • Author(s)
      Akihiro Kawase
    • Organizer
      International Conference of Digital Humanities 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 文化現象を科学的に分析するための新たな指針2017

    • Author(s)
      河瀬彰宏
    • Organizer
      日本比較文化学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 3カ国の民謡の旋律的特徴の比較2017

    • Author(s)
      河瀬彰宏
    • Organizer
      淡交大学外國語文學院国際シンポジウム
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Exploring the historical transition of tonality changes in Japanese popular songs using KeyScape2017

    • Author(s)
      Akihiro Kawase
    • Organizer
      International Conference of The Asia-Pacific Society for the Cognitive Sciences of Music
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 文化の計量分析:文学と音楽の計量化から地域的特徴を探る2017

    • Author(s)
      河瀬彰宏
    • Organizer
      文化の計量分析:文学と音楽の計量化から地域的特徴を探る
    • Place of Presentation
      京都大学東京オフィス(東京都・千代田区)
    • Related Report
      2016 Research-status Report
  • [Presentation] 日本歌謡曲の調性判別分析2017

    • Author(s)
      河瀬彰宏
    • Organizer
      日本民俗音楽学会第5回研究例会
    • Place of Presentation
      国立音楽大学(東京都・立川市)
    • Related Report
      2016 Research-status Report
  • [Presentation] Melodic Structure Analysis of Traditional Japanese Folk Songs from Shikoku District2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      Japanese Association for Digital Humanities Conference 2016
    • Place of Presentation
      東京大学本郷キャンパス(東京都・文京区)
    • Year and Date
      2016-09-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Regional Classification of Traditional Japanese Folk Songs from the Chugoku District2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      Annual Conference of the Alliance of Digital Humanities Organization 2016: DH2016
    • Place of Presentation
      Jagiellonian University, Krakow (Poland)
    • Year and Date
      2016-07-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Regional Classification of Traditional Japanese Folk Songs from the Chugoku District2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      Annual Conference of the Alliance of Digital Humanities Organizations 2016: DH2016
    • Place of Presentation
      Jagiellonian University, Poland
    • Year and Date
      2016-07-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Extractiong the Musical Schemas of Traditional Japanese Folk Songs from Kyushu District2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      14th International Conference for Music Perception and Cognition: ICMPC14
    • Place of Presentation
      Hyatt Regency Hotel, San Fransisco (USA)
    • Year and Date
      2016-07-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Extracting the Musical Schemas of Traditional Japanese Folk Songs from the Kyushu District2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      14th International Conference for Music Perception and Cognition: ICMPC14
    • Place of Presentation
      San Fransisco, USA
    • Year and Date
      2016-07-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Characteristics of musical Culture: A Quantitative Comparisons of Japanese and Chinese Folk Songs2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      Big Statistics and Data Science Joint Conference
    • Place of Presentation
      Renmin University of China, Beijing (China)
    • Year and Date
      2016-05-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Characteristics of Musical Culture: A Quantitative Comparisons of Japanese and Chinese Folk Songs2016

    • Author(s)
      Akihiro Kawase
    • Organizer
      Big Statistics and Data Science Joint Conference
    • Place of Presentation
      Renmin University of China, China
    • Year and Date
      2016-05-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 西海道の旋律の計量分析2016

    • Author(s)
      河瀬彰宏
    • Organizer
      日本民俗音楽学会第5回研究例会
    • Place of Presentation
      国立音楽大学
    • Year and Date
      2016-02-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 音楽の地域情報学的分析に向けた知の探究2016

    • Author(s)
      河瀬彰宏
    • Organizer
      第1回CIAS研究会「音楽文化の分析における地域研究と情報学の融合」
    • Place of Presentation
      京都大学稲盛財団記念館
    • Year and Date
      2016-02-05
    • Related Report
      2015 Research-status Report
  • [Presentation] 文化現象の解明に向けた学際的共同研究への枠組み構築について2016

    • Author(s)
      河瀬彰宏
    • Organizer
      2016年度地域研究コンソーシアム次世代ワークショップ(地域研究方法論)
    • Place of Presentation
      早稲田大学早稲田キャンパス(東京都・新宿区)
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 計量的方法論による九州・中国地方の旋律分析2016

    • Author(s)
      河瀬彰宏
    • Organizer
      文化の計量分析:文学と音楽の計量化から地域的特徴を探る
    • Place of Presentation
      同志社大学今出川キャンパス(京都府・京都市)
    • Related Report
      2016 Research-status Report
  • [Presentation] Quantitative Analysis of Traditional Japanese Folk Songs in Kyushu Region2015

    • Author(s)
      Akihiro Kawase
    • Organizer
      Japanese Association for Digital Humanities: JADH2015
    • Place of Presentation
      京都大学
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Quantitative Analysis of Dissonance in Solo Piano Works: Extracting Characteristics of Debussy and Bach2015

    • Author(s)
      Aya Kanzawa, Akihiro Kawase, Hajime Murai and Takehiro Inohara
    • Organizer
      Japanese Association for Digital Humanities: JADH2015
    • Place of Presentation
      京都大学
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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

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