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Analysis and Extraction of Non-stationary emotion from Social media

Research Project

Project/Area Number 24500134
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Media informatics/Database
Research InstitutionKonan University

Principal Investigator

NADAMOTO Akiyo  甲南大学, 知能情報学部, 教授 (30359103)

Co-Investigator(Kenkyū-buntansha) KUMAMOTO Tadahiko  千葉工業大学, 情報学部, 教授 (30358890)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords感情分析 / 感情軸 / Twitter / SNS / 顔文字 / 感情語辞書 / ツイート / ソーシャルメディア
Outline of Final Research Achievements

We had studied the analysis and extraction of emotion from social media such as Twitter and SNS. We studied as follows: (1)Creating emotion dictionary for Twitter, (2)Role of Emoticons for Multidimensional Sentiment Analysis of Twitter,(3)Emotion axis for Twitter, (4)Extracting tip information from SNS.
Our outputs are published 6 International Conference papers, on refereed domestic conference paper 15 non-refereed domestic conference papers, and one book.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (24 results)

All 2015 2014 2013 2012

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 2 results) Presentation (19 results) Book (1 results)

  • [Journal Article] Multidimensional sentiment calculation method for Twitter based on emoticons2015

    • Author(s)
      Yuki Yamamoto, TAdahiko Kumamoto, Akiyo Nadamoto
    • Journal Title

      International Journal of Pervasive Computing and Communications

      Volume: 11

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Proposal of a system for visualizing temporal changes in impressions from tweets2015

    • Author(s)
      Tadahiko Kumamoto , Hitomi Wada , Tomoya Suzuki
    • Journal Title

      International Journal of Pervasive Computing and Communications

      Volume: 11

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Extracting Complementary Information from Wikipedia Articles of Different Languages2013

    • Author(s)
      Akiyo Nadamoto, Yuya Fujiwara Yu Suzuki and Yukio Konishi
    • Journal Title

      International Journal of Business Intelligence and Data Mining

      Volume: Vol. 8, No. 1 Issue: 1 Pages: 45-60

    • DOI

      10.1504/ijbidm.2013.055788

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Tip Information from Social Media based on Topic Detection2013

    • Author(s)
      Yuki Hattori and Akiyo Nadamoto
    • Journal Title

      International Journal of Web Information Systems,

      Volume: Vol. 9, No. 1 Issue: 1 Pages: 83-94

    • DOI

      10.1108/17440081311316406

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] ツイートの感情の関係に基づくTwitter感情軸の決定2015

    • Author(s)
      山本 湧輝, 熊本 忠彦, 灘本 明代
    • Organizer
      第7回データ工学と情報マネジメントに関するフォーラム(DEIM201
    • Place of Presentation
      磐梯熱海ホテル湯ノ華(福島)
    • Year and Date
      2015-03-02 – 2015-03-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] Role of Emoticons for Multidimensional Sentiment Analysis of Twitter2014

    • Author(s)
      Yuki Yamamoto, Tadahiko Kumamoto, Akiyo Nadamoto
    • Organizer
      The 16th International Conference on Information Integration and Web-based Applications & Services(iiWAS2014),
    • Place of Presentation
      Hanoi(Vietnam)
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Comparative Analysis of Sizzle Words on the Interne2014

    • Author(s)
      Daisuke Kato, Mai Miyabe, Eiji Aramaki, Akiyo Nadamoto
    • Organizer
      The 16th International Conference on Information Integration and Web-based Applications & Services(iiWAS2014),
    • Place of Presentation
      Hanoi(Vietnam)
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Visualizing Temporal Changes in Impressions from Tweets2014

    • Author(s)
      Tadahiko Kumamoto, Hitomi Wada, Tomoya Suzuki
    • Organizer
      The 16th International Conference on Information Integration and Web-based Applications & Services(iiWAS2014),
    • Place of Presentation
      Hanoi(Vietnam)
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Twitter特有表現を考慮したツイートの多次元感情抽出 手法の提案2014

    • Author(s)
      山本 湧輝, 熊本 忠彦, 灘本 明代
    • Organizer
      2014年度情報処理学会関西支部 支部大会
    • Place of Presentation
      大阪大学中之島センター(大阪)
    • Year and Date
      2014-09-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] Visualizing Impression-Based Preferences of Twitter Users2014

    • Author(s)
      Tadahiko Kumamoto, Tomoya Suzuki, Hitomi Wada
    • Organizer
      HCI International
    • Place of Presentation
      Crete(Greece)
    • Year and Date
      2014-06-22 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 顔文字の役割に着目したツイートの多次元感情抽出手法の提案2014

    • Author(s)
      山本 湧輝, 熊本 忠彦, 灘本 明代
    • Organizer
      ARG 第4回Webインテリジェンスとインタラクション研究会
    • Place of Presentation
      隠岐開発総合センター 島民ホール(島根)
    • Year and Date
      2014-05-24 – 2014-05-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] 顔文字の役割に着目したツイートの文の感情抽出手法の提案2014

    • Author(s)
      山本 湧輝,若井 佑樹,熊本 忠彦,灘本 明代
    • Organizer
      第6回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      淡路夢舞台
    • Related Report
      2013 Research-status Report
  • [Presentation] 映画の実況ツイートにおける時系列毎の感情抽出手法の提案2014

    • Author(s)
      若井 佑樹,山本 湧輝,熊本 忠彦,灘本 明代
    • Organizer
      第6回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      淡路夢舞台
    • Related Report
      2013 Research-status Report
  • [Presentation] Twitterユーザの印象選好の可視化2014

    • Author(s)
      鈴木 智也,熊本 忠彦
    • Organizer
      第6回データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      淡路夢舞台
    • Related Report
      2013 Research-status Report
  • [Presentation] ツイートの感情抽出の為の顔文字の役割分類2013

    • Author(s)
      若井祐樹,熊本忠彦,灘本明代
    • Organizer
      ARG 第2回Webインテリジェンスとインタラクション研究会,2013
    • Place of Presentation
      大阪大学豊中キャンパス
    • Related Report
      2013 Research-status Report
  • [Presentation] 映画に対する実況ツイートの感情抽出手法の提案2013

    • Author(s)
      若井 祐樹, 熊本 忠彦, 灘本 明代
    • Organizer
      情報処理学会 第158回 データベースシステム研究会 (SIG-DBS)
    • Place of Presentation
      京都大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Analysis of Microblog Rumors and Correction Texts for Disaster Situation2013

    • Author(s)
      Akiyo Nadamoto, Mai Miyabe and Eiji Aramaki
    • Organizer
      International Conference on Information Integration and Web-based Applications & Services
    • Place of Presentation
      オーストリア ウィーン
    • Related Report
      2013 Research-status Report
  • [Presentation] Extraction and Categorization of Tip Information from Social Media2013

    • Author(s)
      Yuki Hattori,Akiyo Nadamoto
    • Organizer
      Proc. of. the International MultiConference of Engineers and Computer Scientists(IMECS 2013)
    • Place of Presentation
      HongKong
    • Related Report
      2012 Research-status Report
  • [Presentation] ソーシャルメディアからのタイプ別耳より情報の抽出手法の提案2013

    • Author(s)
      服部 祐基, 灘本 明代
    • Organizer
      第5回データ工学と情報マネジメントに関するフォーラム(DEIM2013)
    • Place of Presentation
      磐梯熱海 ホテル華の湯(福島)
    • Related Report
      2012 Research-status Report
  • [Presentation] 顔文字を考慮したニュースに対するツイートの感情抽出手法の提案2013

    • Author(s)
      若井 祐樹, 田中 美羽,熊本 忠彦,灘本 明代
    • Organizer
      第5回データ工学と情報マネジメントに関するフォーラム(DEIM2013)
    • Place of Presentation
      磐梯熱海 ホテル華の湯(福島)
    • Related Report
      2012 Research-status Report
  • [Presentation] Good Quality Complementary Information for Multilingual Wikipedia2012

    • Author(s)
      Yu Suzuki,Yuya Fujiwara,Yukio Konishi,Akiyo Nadamoto
    • Organizer
      Proc. of the 13th International Conference on Web Information System Engineering(WISE2012)
    • Place of Presentation
      Cyprus, Paphos
    • Related Report
      2012 Research-status Report
  • [Presentation] Extracting Tip Information from Social Media2012

    • Author(s)
      Yuki Hattori,Akiyo Nadamoto
    • Organizer
      Proc of the 14th International Conference on Information Integration and Web-based Applications & Services(iiWAS2012)
    • Place of Presentation
      Indonesia, Bali
    • Related Report
      2012 Research-status Report
  • [Presentation] トピック推定に基づくソーシャルメディアからの耳より情報抽出手法の提案2012

    • Author(s)
      服部 祐基,灘本明代
    • Organizer
      第5回Webとデータベースに関するフォーラム(WebDB Forum 2012)
    • Place of Presentation
      秋葉原コンベンションホール(東京)
    • Related Report
      2012 Research-status Report
  • [Book] IAENG Transactions on Engineering Sciences2015

    • Author(s)
      Akiyo Nadamoto and Yuki Hattori(分著)
    • Total Pages
      7
    • Publisher
      CRC press,
    • Related Report
      2014 Annual Research Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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