• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Analyzing various media texts using computational stylistics methods

Research Project

Project/Area Number 23700288
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Library and information science/Humanistic social informatics
Research InstitutionToyo University

Principal Investigator

SUZUKI Takafumi  東洋大学, 社会学部, 准教授 (70507037)

Research Collaborator KAWAMURA Shuntaro  愛知淑徳大学, 人間情報学部, 講師
ARAKAWA Yui  筑波大学, 大学院図書館情報メディア研究科, 大学院修士課程
AOKI Noriyasu  東洋大学, 社会学部, 学部学生
KANOU Erina  東洋大学, 社会学部, 学部学生
KOBAYASHI Kaori  東洋大学, 社会学部, 学部学生
YAMASHITA Natsumi  東洋大学, 社会学部, 学部学生
YOSHIMOTO Ryosuke  筑波大学, 大学院図書館情報メディア研究科, 大学院修士課程
TANOUE Takayuki  東洋大学, 社会学部, 学部学生
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsテキスト分析 / 人文情報学 / 図書館情報学 / 計算文体論 / 計量情報学 / デジタル人文学 / メディア / コミュニケーション / 情報図書館学
Research Abstract

Through the development of the Web, various new media have appeared. In particular, texts in social media such as Wiki, blogs, and SNS are produced by the users themselves, and reveal new styles of on-line communication. This study, by using computational stylistics methods, analyzed the character of ones' communication styles from the various media texts. As well, we developed the effective methods for the analysis.

Report

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

    (43 results)

All 2014 2013 2012 2011 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (28 results) Book (2 results) Remarks (5 results)

  • [Journal Article] Computational stylistic analysis of popular songs of Japanese female singer-songwriters2014

    • Author(s)
      SUZUKI, Takafumi, HOSOYA, Mai
    • Journal Title

      Digital Humanities Quarterly

      Volume: (to appear)

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adding Twitter-specific features to stylistic features for classifying tweets by user type and number of retweets2014

    • Author(s)
      ARAKAWA, Yui, KAMEDA, Akihiro, AIZAWA, Akiko, SUZUKI, Takafumi
    • Journal Title

      Journal of the American Society for Information Science and Technology

      Volume: (to appear) Issue: 7 Pages: 1416-1423

    • DOI

      10.1002/asi.23126

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stylistic analysis of text submission to Japanese Q&A communities2012

    • Author(s)
      SUZUKI, Takafumi, KAWAMURA, Shuntaro and AIZAWA, Akiko
    • Journal Title

      Journal of Quantitative Linguistics

      Volume: 19(4) Pages: 262-280

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Co-occurrence-based indicators for authorship analysis2012

    • Author(s)
      SUZUKI, Takafumi, KAWAMURA, Shuntaro, YOSHIKANE, Fuyuki, KAGEURA, Kyo, AIZAWA, Akiko
    • Journal Title

      Literary & Linguistic Computing

      Volume: 27(2) Pages: 197-214

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Investigating macroscopic transitions in Japanese foreign policy using quantitative text analysis2011

    • Author(s)
      SUZUKI, Takafumi
    • Journal Title

      International Relations of the Asia-Pacific

      Volume: 11(3) Pages: 460-491

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 名詞の分布特徴量を用いた政治テキスト分析2011

    • Author(s)
      鈴木崇史・影浦峡
    • Journal Title

      行動計量学

      Volume: 38(1) Pages: 83-92

    • NAID

      10029133725

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Computational stylistic analysis of popular songs of Japanese female singer-songwriters

    • Author(s)
      SUZUKI, Takafumi, HOSOYA, Mai
    • Journal Title

      Digital Humanities Quarterly

      Volume: (accepted)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Adding Twitter-specific features to stylistic features for classifying tweets by user type and number of retweets

    • Author(s)
      ARAKAWA, Yui, KAMEDA, Akihiro, AIZAWA, Akiko, SUZUKI, Takafumi
    • Journal Title

      Journal of the American Society for Information Science and Technology

      Volume: (accepted)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] Analysis of perspectives in contemporary Japanese novels using computational stylistic methods2014

    • Author(s)
      SUZUKI, Takafumi, YAMASHITA, Natsumi
    • Organizer
      Digital Humanities 2014
    • Place of Presentation
      Lausanne (Lausanne Univerisity)
    • Related Report
      2013 Final Research Report
  • [Presentation] Analysis of perspectives in contemporary Japanese novels using computational stylistic methods2014

    • Author(s)
      SUZUKI, Takafumi, YAMASHITA, Natsumi
    • Organizer
      Digital Humanities 2014
    • Place of Presentation
      University of Lausanne, Lausanne
    • Related Report
      2013 Annual Research Report
  • [Presentation] Comparative analyses of textual contents and styles of five major Japanese newspapers2013

    • Author(s)
      SUZUKI, Takafumi, KANOU, Erina, ARAKAWA, Yui
    • Organizer
      Proceedings of PACLIC27 : the 27th Pacific Asia Conference on Language, Information and Computation
    • Place of Presentation
      Taipei (National Chengchi University)
    • Related Report
      2013 Final Research Report
  • [Presentation] An investigation on Twitter use of researchers : user type classification and text analysis2013

    • Author(s)
      ARAKAWA, Yui, YOSHIMOTO, Ryosuke, YOSHIKANE, Fuyuki, SUZUKI Takafumi
    • Organizer
      JADH2013 & DH-JAC2013
    • Place of Presentation
      Kyoto (Ritsumeikan University)
    • Related Report
      2013 Final Research Report
  • [Presentation] 内容と文体による五大全国紙の比較分析2013

    • Author(s)
      狩野恵里奈・荒川唯・鈴木崇史
    • Organizer
      言語処理学会第19回年次大会発表論文集
    • Place of Presentation
      名古屋(名古屋大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] 女性グループの歌詞の計量テキスト分析2013

    • Author(s)
      小林佳織・狩野恵里奈・鈴木崇史
    • Organizer
      言語処理学会第19回年次大会発表論文集
    • Place of Presentation
      名古屋(名古屋大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] 計量テキスト分析を用いた小説の視点研究 : 伊坂幸太郎を例として2013

    • Author(s)
      山下夏実・鈴木崇史
    • Organizer
      言語処理学会第19回年次大会発表論文集
    • Place of Presentation
      名古屋(名古屋大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] Comparative analyses of textual contents and styles of five major Japanese newspapers2013

    • Author(s)
      SUZUKI, Takafumi, KANOU, Erina, ARAKAWA, Yui
    • Organizer
      Proceedings of PACLIC27: the 27th Pacific Asia Conference on Language, Information and Computation
    • Place of Presentation
      National Chengchi University, Taipei
    • Related Report
      2013 Annual Research Report
  • [Presentation] An investigation on Twitter use of researchers: user type classification and text analysis2013

    • Author(s)
      ARAKAWA, Yui, YOSHIMOTO, Ryosuke, YOSHIKANE, Fuyuki, SUZUKI Takafumi
    • Organizer
      JADH2013
    • Place of Presentation
      Ritsumeikan University (Kyoto)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 内容と文体による五大全国紙の比較分析2013

    • Author(s)
      狩野恵里奈・荒川唯・鈴木崇史
    • Organizer
      言語処理学会第19回年次大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 女性グループの歌詞の計量テキスト分析2013

    • Author(s)
      小林佳織・狩野恵里奈・鈴木崇史
    • Organizer
      言語処理学会第19回年次大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] 計量テキスト分析を用いた小説の視点研究:伊坂幸太郎を例として2013

    • Author(s)
      山下夏実・鈴木崇史
    • Organizer
      言語処理学会第19回年次大会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Stylistic analysis of tweets that are likely to be shared2012

    • Author(s)
      ARAKAWA, Yui, KAMEDA, Akihiro, AIZAWA, Akiko, SUZUKI, Takafumi
    • Organizer
      JADH2012
    • Place of Presentation
      Tokyo (University of Tokyo)
    • Related Report
      2013 Final Research Report
  • [Presentation] 複数の中心性指標と中心化傾向を用いたQ&Aコミュニティネットワークのカテゴリの特徴分析2012

    • Author(s)
      鈴木崇史・田之上貴之
    • Organizer
      第9回ネットワーク生態学シンポジウム
    • Place of Presentation
      宜野湾(沖縄国際大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] ランダムフォレストを用いた世論調査データ解析2012

    • Author(s)
      鈴木崇史・河村俊太郎・荒川唯・吉元涼介
    • Organizer
      日本行動計量学会第40回大会抄録集,187-190
    • Place of Presentation
      新潟(新潟県立大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] 専門情報の抽出に向けた専門家のTwitter利用調査とアカウント分類実験2012

    • Author(s)
      荒川唯・鈴木崇史・芳鐘冬樹
    • Organizer
      第60回日本図書館情報学会研究大会発表要綱
    • Place of Presentation
      東京(日本大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] Retweetに着目した広がりやすい Tweetの特徴分析2012

    • Author(s)
      荒川唯・亀田尭宙・相澤彰子・鈴木崇史
    • Organizer
      情報処理学会第74回全国大会発表論文集,1.617-1.618
    • Place of Presentation
      名古屋(名古屋工業大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] アメリカ合衆国大統領演説の計量テキスト分析2012

    • Author(s)
      青木宣康・河村俊太郎・鈴木崇史
    • Organizer
      情報処理学会第74回全国大会発表論文集,2.261-2.262
    • Place of Presentation
      名古屋(名古屋工業大学)
    • Related Report
      2013 Final Research Report
  • [Presentation] 複数の中心性指標と中心化傾向を用いたQ&Aコミュニティのネットワークのカテゴリの特徴分析2012

    • Author(s)
      鈴木崇史・田之上貴之
    • Organizer
      第9回ネットワーク生態学シンポジウム
    • Place of Presentation
      沖縄国際大学
    • Related Report
      2012 Research-status Report
  • [Presentation] ランダムフォレストを用いた世論調査データ解析2012

    • Author(s)
      鈴木崇史・河村俊太郎・荒川唯・吉元涼介
    • Organizer
      日本行動計量学会第40回大会
    • Place of Presentation
      新潟県立大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Stylistic analysis of tweets that are likely to be shared2012

    • Author(s)
      ARAKAWA, Yui, KAMEDA, Akihiro, AIZAWA, Akiko, SUZUKI, Takafumi
    • Organizer
      JADH2012 Conference Abstract: 2nd Symposium of Japanese Association for Digital Humanities
    • Place of Presentation
      東京大学
    • Related Report
      2012 Research-status Report
  • [Presentation] アメリカ合衆国大統領演説の計量テキスト分析2012

    • Author(s)
      青木宣康・河村俊太郎・鈴木崇史
    • Organizer
      情報処理学会第74回全国大会発表論文集
    • Place of Presentation
      名古屋工業大学(愛知県名古屋市)
    • Related Report
      2011 Research-status Report
  • [Presentation] Retweetに着目した広がりやすいTweetの特徴分析2012

    • Author(s)
      荒川唯・亀田尭宙・相澤彰子・鈴木崇史
    • Organizer
      情報処理学会第74回全国大会発表論文集
    • Place of Presentation
      名古屋工業大学(愛知県名古屋市
    • Related Report
      2011 Research-status Report
  • [Presentation] Analyzing the characteristics of academic paper categories by using an index of representativeness2011

    • Author(s)
      SUZUKI, Takafumi, UCHIYAMA, Kiyoko, TOMISAKA, Ryota, AIZAWA, Akiko
    • Organizer
      Proceedings of PACLIC25 : the 25th Pacific Asia Conference on Language, Information and Computation, 587-596
    • Place of Presentation
      Singapore (Nanyang Technological University)
    • Related Report
      2013 Final Research Report
  • [Presentation] Document recommendation using data compression2011

    • Author(s)
      SUZUKI, Takafumi, HASEGAWA, Shin, HAMAMOTO, Takayuki, AIZAWA, Akiko
    • Organizer
      Procedia -Social and Behavioral Sciences Volume, Computational Linguistics and Related Fields, 27, 150-159 (Proceedings of PACLING 2011)
    • Place of Presentation
      Kuala Lumpur (International Islamic University Malaysia)
    • Related Report
      2013 Final Research Report
  • [Presentation] Analyzing the characteristics of academic paper categories by using an index of representativeness2011

    • Author(s)
      Suzuki, Takafumi, Uchiyama, Kiyoko, Tomisaka, Ryota and Aizawa, Akiko
    • Organizer
      Proceedings of PACLIC25
    • Place of Presentation
      Singapore (Nanyang Technological University)
    • Related Report
      2011 Research-status Report
  • [Presentation] Document recommendation using data compression2011

    • Author(s)
      Suzuki, Takafumi, Hasegawa, Shin, Hamamoto, Takayuki and Aizawa, Akiko
    • Organizer
      Proceedings of PACLING 2011
    • Place of Presentation
      Kuala Lumpur (International Islamic University Malaysia)
    • Related Report
      2011 Research-status Report
  • [Presentation] A computational stylistic analysis of popular songs made by Japanese female singer-songwriters using kernel PCA and random forests2011

    • Author(s)
      Suzuki, Takafumi and Hosoya, Mai
    • Organizer
      OSDH2011
    • Place of Presentation
      Osaka (Osaka University)
    • Related Report
      2011 Research-status Report
  • [Book] 政治テキストの計量分析,石田基広・金明哲編,コーパスとテキストマイニング2012

    • Author(s)
      鈴木崇史
    • Publisher
      共立出版
    • Related Report
      2013 Final Research Report
  • [Book] コーパスとテキストマイニング(分担執筆:政治テキストの計量分析)2012

    • Author(s)
      石田基広・金明哲編
    • Publisher
      共立出版
    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://researchmap.jp/stratovarius/

    • Related Report
      2013 Final Research Report
  • [Remarks] researchmap: 鈴木崇史

    • URL

      http://researchmap.jp/stratovarius/

    • Related Report
      2013 Annual Research Report
  • [Remarks] ReaD&Researchmap: 鈴木崇史

    • URL

      http://researchmap.jp/stratovarius/

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://ris.toyo.ac.jp/details/index.php?user_id=1555

    • Related Report
      2011 Research-status Report
  • [Remarks]

    • URL

      http://researchmap.jp/stratovarius

    • Related Report
      2011 Research-status Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi