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The research of emotion estimation method based on wording fluctuations

Research Project

Project/Area Number 23700252
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Sensitivity informatics/Soft computing
Research InstitutionThe University of Tokushima

Principal Investigator

MATSUMOTO Kazuyuki  徳島大学, ソシオテクノサイエンス研究部, 助教 (90509754)

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: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords言葉遣い / 感情推定 / 演劇台本 / 親密度 / コーパス / 単語分析 / シナリオ会話文 / 単語親密度 / 発話役割 / 感性情報処理 / 脳波計測
Research Abstract

The purpose of the research is to analyze linguistic feature found in dialogue sentences, and to clarify the mechanism of emotion estimation based on wordings used in the dialogue. I collected dialogue data where the fluctuations of wordings were found, added certain annotation tags on the data and analyzed them, aiming to draw on the relativeness between the fluctuations of emotions and the wordings. Consequently, I analyzed a set of dialogue sentences made between the speaker and his/her dialogue partner as a unit, and found that the speaker's positive emotions influenced toreduce the dialogue partner's negative emotion.

Report

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

    (29 results)

All 2014 2013 2012 2011 Other

All Journal Article (7 results) (of which Peer Reviewed: 6 results) Presentation (22 results)

  • [Journal Article] Three Predictions are Better than One : Sentence Multi-Emotion Analysis from Different Perspectives2014

    • Author(s)
      Yunong Wu, Kenji Kita and Kazuyuki Matsumoto
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering (TEEE)

      Volume: Vol.9, No.6

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Three Predictions are Better than One: Sentence Multi-Emotion Analysis from Different Perspectives2014

    • Author(s)
      Yunong Wu, Kenji Kita and Kazuyuki Matsumoto
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering (TEEE)

      Volume: 9 Pages: 1-8

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Emotional Vector Distance Based Sentiment Analysis of Wakamono Kotoba2012

    • Author(s)
      Kazuyuki Matsumoto, Kenji Kita and Fuji Ren
    • Journal Title

      China Communications

      Volume: Vol.9, No.3 Pages: 87-98

    • URL

      http://gateway.isiknowledge.com/gateway/Gateway.cgi?&GWVersion=2&SrcAuth=CustomerName&SrcApp=CustomerName&DestLinkType=FullRecord&KeyUT=000301908400010&DestApp=WOS&DestApp=WOS

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Emotional Vector Distance Based Sentiment Analysis of Wakamono Kotoba2012

    • Author(s)
      Kazuyuki Matsumoto, et al.
    • Journal Title

      China Communications

      Volume: 9 Pages: 87-98

    • Related Report
      2012 Research-status Report
  • [Journal Article] Emotional Vector Distance Based Sentiment Analysis of Wakamono Kotoba2012

    • Author(s)
      Kazuyuki Matsumoto, Kenji Kita, Fuji Ren
    • Journal Title

      China Communications

      Volume: 9 Pages: 99-108

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Exploring the Importance of Modification Relation for Emotional Keywords Annotation and Emotion Types Recognition2011

    • Author(s)
      Wu Yunong, Kenji Kita, Fuji Ren, Kazuyuki Matsumoto and Kang Xin
    • Journal Title

      International Journal of Intelligent Engineering and Systems

      Volume: Vol.4, No.4 Pages: 19-26

    • URL

      http://www.scopus.com/record/display.url?eid=2-s2.0-84859614924&origin=inward.

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Exploring the Importance of Modification Relation for Emotional Keywords Annotation and Emotion Types Recognition2011

    • Author(s)
      Yunong Wu, Kenji. Kita, Fuji Ren, Kazuyuki Matsumoto, Xin Kang
    • Journal Title

      International Journal of Intelligent Engineering & Systems

      Volume: 4 Pages: 19-26

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] ナイーブベイズ法を用いたTwitter による性格推定2014

    • Author(s)
      岡本 拓馬,松本 和幸,吉田 稔,北研二
    • Organizer
      言語処理学会第20年次大会
    • Place of Presentation
      北海道大学(北海道)
    • Related Report
      2013 Final Research Report
  • [Presentation] ナイーブベイズ法を用いたTwitterによる性格推定2014

    • Author(s)
      岡本 拓馬, 松本 和幸, 吉田 稔, 北 研二
    • Organizer
      言語処理学会第20年次大会
    • Place of Presentation
      北海道大学(北海道)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 返答率に基づく演劇中の登場人物間の親密度推定2013

    • Author(s)
      秋田 恭佑, 松本 和幸, 吉田 稔, 北研二
    • Organizer
      HCG シンポジウム2013, Vol.HCG2013-I-1-16, pp.511-515
    • Place of Presentation
      松山市総合コミュニティセンター(愛媛県)
    • Related Report
      2013 Final Research Report
  • [Presentation] A Joint Prediction Model for Multiple Emotions Analysis in Sentences2013

    • Author(s)
      Yunong Wu, Kenji Kita, Kazuyuki Matsumoto and Kang Xing
    • Organizer
      14th International Conference on Intelligent Text Processing and Computational Linguistics, pp.149-160
    • Place of Presentation
      Samos City Hotel(Greece)
    • Related Report
      2013 Final Research Report
  • [Presentation] Recognition of Multiple Emotion States of Words using Multi-engine System2013

    • Author(s)
      Yunong Wu, Kenji Kita and Kazuyuki Matsumoto
    • Organizer
      11th International Conference on Computer Applications 2013, pp.201-206
    • Place of Presentation
      Sedona Hotel(Myanmar)
    • Related Report
      2013 Final Research Report
  • [Presentation] 返答率に基 づく演劇中の登場人物間の親密度推定2013

    • Author(s)
      秋田 恭佑, 松本 和幸, 吉田 稔, 北 研二
    • Organizer
      HCGシンポジウム2013
    • Place of Presentation
      松山市総合コミュニティセンター(愛媛県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Joint Prediction Model for Multiple Emotions Analysis in Sentences2013

    • Author(s)
      Yunong Wu, et al.
    • Organizer
      14th International Conference on Intelligent Text Processing and Computational Linguistics(CICLing2013)
    • Place of Presentation
      Multiplex "45" hall(ギリシャ)
    • Related Report
      2012 Research-status Report
  • [Presentation] Recognition of Multiple Emotion States of Words using Multi-engine System2013

    • Author(s)
      Yunong Wu, et al.
    • Organizer
      11th International Conference on Computer Applications(ICCA2013)
    • Place of Presentation
      Sedona Hotel Yangon(ミャンマー)
    • Related Report
      2012 Research-status Report
  • [Presentation] 文字種と画数を用いた未知若者語の抽出2013

    • Author(s)
      秋田 恭佑, 他
    • Organizer
      言語処理学会第19回年次大会
    • Place of Presentation
      名古屋大学(名古屋)
    • Related Report
      2012 Research-status Report
  • [Presentation] 対話における感情変化と脳波変化との関連性分析に関する研究2012

    • Author(s)
      大西 翼, 松本 和幸, 北 研二, 任 福継
    • Organizer
      平成24年度電気関係学会四国支部連合大会講演論文集, p.95
    • Place of Presentation
      四国電力株式会社 総合研修所(香川県)
    • Year and Date
      2012-09-29
    • Related Report
      2013 Final Research Report
  • [Presentation] Emotion Estimation from Sentence Using Relation between Japanese Slangs and Emotion Expressions2012

    • Author(s)
      Kazuyuki Matsumoto, Kenji Kita and Fuji Ren
    • Organizer
      Proceedings of 26th Pacific Asia Conference on Language,Information and Computation, pp.377-384
    • Place of Presentation
      Pullman Bali Legian Nirwana Hotel (Indonesia)
    • Related Report
      2013 Final Research Report
  • [Presentation] Judgment of Depressive Tendency from Emotional Fluctuation in Weblog2012

    • Author(s)
      Kazuyuki Matsumoto, Yoshioka Nobuhiro, Kenji Kita and Fuji Ren
    • Organizer
      Proceedings of the 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES2012, pp.545-554
    • Place of Presentation
      Miramar Palace (Spain)
    • Related Report
      2013 Final Research Report
  • [Presentation] シナリオ対話感情コーパスの構築と分析2012

    • Author(s)
      松本 和幸, 大西 翼, 北 研二, 任 福継
    • Organizer
      第11回情報科学技術フォーラム(FIT2012) 講演論文集, Vol.2, pp.242-243
    • Place of Presentation
      法政大学(東京都)
    • Related Report
      2013 Final Research Report
  • [Presentation] Emotion Estimation from Sentence Using Relation between Japanese Slangs and Emotion Expressions2012

    • Author(s)
      Kazuyuki Matsumoto, et al.
    • Organizer
      26th Pacific Asia Conference on Language,Information and Computation(PACLIC2012)
    • Place of Presentation
      Pullman Bali Legian Nirwana Hotel(インドネシア)
    • Related Report
      2012 Research-status Report
  • [Presentation] シナリオ対話感情コーパスの構築と分析2012

    • Author(s)
      松本 和幸, 他
    • Organizer
      第11回情報技術科学フォーラム(FIT2012)
    • Place of Presentation
      法政大学(東京)
    • Related Report
      2012 Research-status Report
  • [Presentation] Exploring Emotional Words for Chinese Document Chief Emotion Analysis2011

    • Author(s)
      Wu Yunong, Kenji Kita, Fuji Ren, Kazuyuki Matsumoto and Kang Xin
    • Organizer
      Proceedings of 25th Pacific Asia Conference on Language, Information and Computation(PACLIC2011), pp.597-606
    • Place of Presentation
      Nanyang Technological University (Singapore)
    • Related Report
      2013 Final Research Report
  • [Presentation] Emotion Estimation of Wakamono Kotoba Based on Distance of Word Emotional Vector2011

    • Author(s)
      Kazuyuki Matsumoto, Kenji Kita and Fuji Ren
    • Organizer
      Proc. IEEE International Conference on Natural Language Processing and Knowledge Engineering, pp.214-220
    • Place of Presentation
      Senshukaku(Tokushima)
    • Related Report
      2013 Final Research Report
  • [Presentation] Modification Relations Based Emotional Keywords Annotation Using Conditional Random Fields2011

    • Author(s)
      Wu Yunong, Kenji Kita, Fuji Ren, Kazuyuki Matsumoto and Kang Xin
    • Organizer
      Proceedings of 2011 Fourth International Conference on Intelligent Networks and Intelligent Systems, pp.81-84
    • Place of Presentation
      Kunming University of Science and Technology (China)
    • Related Report
      2013 Final Research Report
  • [Presentation] 用例間の類似度に基づく若者言葉の感情推定手法2011

    • Author(s)
      松本 和幸, 北 研二, 任 福継
    • Organizer
      第10回情報科学技術フォーラム講演論文集, Vol.2, pp.281-284
    • Place of Presentation
      函館大学・函館短期大学(北海道)
    • Related Report
      2013 Final Research Report
  • [Presentation] 用例間の類似度に基づく若者言葉の感情推定手法2011

    • Author(s)
      松本和幸,北研二,任福継
    • Organizer
      情報科学技術フォーラム(FIT2011)
    • Place of Presentation
      函館大学(北海道)
    • Related Report
      2011 Research-status Report
  • [Presentation] Emotion Estimation of Wakamono Kotoba Based on Distance of Word Emotional Vector2011

    • Author(s)
      Kazuyuki Matsumoto, Kenji Kita, Fuji Ren
    • Organizer
      7th International Conference on Natural Language Processing and Knowledge Engineering(IEEE NLP-KE2011 )
    • Place of Presentation
      千秋閣(徳島県)
    • Related Report
      2011 Research-status Report
  • [Presentation] 俗語の出現頻度と文末表現の関連性に関する分析

    • Author(s)
      秋田 恭祐, 松本 和幸, 吉田 稔, 北 研二
    • Organizer
      平成25年度電気関係学会四国支部連合大会
    • Place of Presentation
      徳島大学(徳島県)
    • Related Report
      2013 Annual Research Report

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

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