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2013 Fiscal Year Final Research Report

The research of emotion estimation method based on wording fluctuations

Research Project

  • PDF
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
Keywords言葉遣い / 感情推定 / 演劇台本 / 親密度 / コーパス
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.

  • Research Products

    (15 results)

All 2014 2013 2012 2011

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (12 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

    • 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

    • 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.

    • 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)
    • Year and Date
      20140318-20
  • [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)
    • Year and Date
      20131218-20
  • [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)
    • Year and Date
      20130324-30
  • [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)
    • Year and Date
      20130226-27
  • [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)
    • Year and Date
      20121108-10
  • [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)
    • Year and Date
      20120910-12
  • [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)
    • Year and Date
      20120904-06
  • [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
  • [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)
    • Year and Date
      20111216-18
  • [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)
    • Year and Date
      20111127-29
  • [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)
    • Year and Date
      20111000
  • [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)
    • Year and Date
      20110907-09

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Published: 2015-06-25  

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