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2011 Fiscal Year Final Research Report

Establishment of an academic system of Enriching Mental Engineering

Research Project

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Project/Area Number 21650030
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Intelligent informatics
Research InstitutionThe University of Tokushima

Principal Investigator

REN Fuji  徳島大学, 大学院・ソシオテクノサイエンス研究部, 教授 (20264947)

Co-Investigator(Kenkyū-buntansha) SUZUKI Motoyuki  徳島大学, 大学院・ソシオテクノサイエンス研究部, 准教授 (30282015)
MATSUMOTO Kazuyuki  徳島大学, 大学院・ソシオテクノサイエンス研究部, 助教 (90509754)
TANIOKA Tetsuya  徳島大学, 大学院・ヘルスバイオサイエンス研究部, 教授 (90319997)
Co-Investigator(Renkei-kenkyūsha) TSUCHIYA Seiji  同志社大学, 理工学部, 助教 (70452654)
Project Period (FY) 2009 – 2011
Keywords知的エージェント / 感性情報学 / 心豊かさ / 心的状態遷移 / 感情認識 / 感情状態 / 言語解析 / 豊心工学
Research Abstract

An engineering discipline that deals with richness of people' s minds, in other words, Enriching Mental Engineering(EME) was proposed. In particular, its research content, methodologies, and tasks were described with respect to the academic framework of EME. Based on the results of psychological experiments, a mental state transition network was constructed using statistical methods. We proposed a method for estimating people' s mental states and studied the emotional energy function. Further, we constructed a blog emotion corpus and proposed a method of detecting depression from blogs.

  • Research Products

    (16 results)

All 2012 2011 2010 2009

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (9 results)

  • [Journal Article] Predicting Complex Word Emotions and Topics through a Hierarchical Bayesian Network2012

    • Author(s)
      Xin Kang, Fuji Ren
    • Journal Title

      China Communications

      Volume: Vol.9, No.3 Pages: 99-109

    • URL

      http://www.chinacommunications.cn:8080/zgtx/EN/Y2012/V9/I3/99

    • Peer Reviewed
  • [Journal Article] Semi-Automatic Complex Emotion Categorization and Ontology Construction from Chinese Knowledge2012

    • Author(s)
      Peilin Jiang, Fei Wang, Fuji Ren
    • Journal Title

      China Communications

      Volume: Vol.9, No.3 Pages: 28-37

    • URL

      http://www.chinacommunications.cn:8080/zgtx/EN/Y2012/V9/I3/28

    • 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 and Systems

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

    • URL

      http://www.inass.org/share/2011123103.pdf

    • Peer Reviewed
  • [Journal Article] Analysis of Wakamono Kotoba Emotion Corpus and Its Application in Emotion Estimation2011

    • Author(s)
      Kazuyuki Matsumoto, Yusuke Konishi, Hidemichi Sayama, Fuji Ren
    • Journal Title

      International Journal of Advanced Intelligence

      Volume: Vol.3, No.1 Pages: 1-24

    • URL

      http://aia-i.com/ijai/sample/vol3/no1/1-24.pdf

    • Peer Reviewed
  • [Journal Article] Estimation of Word Emotions Based on Part of Speech and Positional Information2011

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

      Computers in Human Behavior

      Volume: Vol.27 Pages: 1553-1564

    • URL

      http://www.sciencedirect.com/science/article/pii/S0747563210003262

    • Peer Reviewed
  • [Journal Article] A blog emotion corpus for emotional expression analysis in Chinese2010

    • Author(s)
      Changqin Quan, Fuji Ren
    • Journal Title

      Computer Speech and Language

      Volume: Vol.24, No.1 Pages: 726-749

    • URL

      http://www.sciencedirect.com/science/article/pii/S0885230810000033

    • Peer Reviewed
  • [Journal Article] コーパスごとの類似度を考慮した用例に基づく感情推定手法の改善2010

    • Author(s)
      三品賢一, 土屋誠司, 鈴木基之, 任福継
    • Journal Title

      自然言語処理

      Volume: Vol.17, No.4 Pages: 91-110

    • URL

      http://iss.ndl.go.jp/books/R000000004-I10771999-00

    • Peer Reviewed
  • [Presentation] Differences of Japanese Kanji and Kana during the Memory Processing2011

    • Author(s)
      Liping Mi, Fuji Ren, Hideo Araki
    • Organizer
      Proc. of IEEE NLP-KE
    • Place of Presentation
      ホテル千秋閣,徳島市
    • Year and Date
      2011-11-28
  • [Presentation] Selecting clause emotion for sentence emotion recognition2011

    • Author(s)
      Changqin Quan, Fuji Ren
    • Organizer
      Proc. of IEEE NLP-KE
    • Place of Presentation
      ホテル千秋閣,徳島市
    • Year and Date
      2011-11-28
  • [Presentation] Sampling Latent Emotions and Topics in a Hierarchical Bayesian Network2011

    • Author(s)
      Xin Kang, Fuji Ren
    • Organizer
      Proc. of IEEE NLP-KE
    • Place of Presentation
      ホテル千秋閣,徳島市
    • Year and Date
      2011-11-28
  • [Presentation] Robotics Cloud and Robotics School2011

    • Author(s)
      Fuji Ren
    • Organizer
      Proc. of IEEE NLP-KE
    • Place of Presentation
      ホテル千秋閣,徳島市
    • Year and Date
      2011-11-28
  • [Presentation] CREATING A CHINESE EMOTION LEXICON BASED ON CORPUS REN-CECPS2011

    • Author(s)
      Ji Li, Fuji Ren
    • Organizer
      Proc. of IEEE CCIS
    • Place of Presentation
      友誼鬢館,北京市
    • Year and Date
      2011-09-17
  • [Presentation] An Exploration of Features for Recognizing Word Emotion2010

    • Author(s)
      Changqin Quan, Fuji Ren
    • Organizer
      Proceedings of the 23rd ICCL
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-08-24
  • [Presentation] Maximum Entropy Based Emotion Classification of Chinese Blog Sentences2010

    • Author(s)
      Cheng Wang, Changqin Quan and Fuji Ren
    • Organizer
      Proceedings of IEEE NLP-KE
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-08-22
  • [Presentation] Improving Emotion Recognition from Text with Fractionation Training2010

    • Author(s)
      Ye Wu and Fuji Ren
    • Organizer
      Proceedings of IEEE NLP-KE
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-08-22
  • [Presentation] Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis2009

    • Author(s)
      Changqin Quan and Fuji Ren
    • Organizer
      Proceedings of the 2009 Conference on EMNLP
    • Place of Presentation
      Singapore
    • Year and Date
      2009-08-06

URL: 

Published: 2013-07-31  

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