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Establishment of an academic system of Enriching Mental Engineering

Research Project

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
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,410,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2009: ¥1,500,000 (Direct Cost: ¥1,500,000)
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 / 知能科学
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.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (36 results)

All 2012 2011 2010 2009 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (25 results) Remarks (3 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

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • 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

    • Related Report
      2011 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 and Systems

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

    • URL

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

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • 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

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • 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

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • 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

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • 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

    • NAID

      10027016483

    • URL

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

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sentence Emotion Analysis and Recognition Based on Emotion Words Using Ren-CECps2010

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

      International Journal of Advanced Intelligence

      Volume: 2 Pages: 105-117

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] コーパスに基づく雑談を目的とした発話役割同定2012

    • Author(s)
      平尾卓也
    • Organizer
      言語処理学会第18回年次大会論文集
    • Place of Presentation
      広島(広島市立大学,広島市)
    • Year and Date
      2012-03-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] うつキーフレーズと感情変動に基づくブログからのうつ検出手法2012

    • Author(s)
      松本和幸
    • Organizer
      言語処理学会第18回年次大会論文集
    • Place of Presentation
      広島(広島市立大学,広島市)
    • Year and Date
      2012-03-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] 印象尺度に基づいた文章言い換え手法2012

    • Author(s)
      吉岡直輝
    • Organizer
      言語処理学会第18回年次大会論文集
    • Place of Presentation
      広島(広島市立大学,広島市)
    • Year and Date
      2012-03-16
    • Related Report
      2011 Annual Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [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
      Tokushima(ホテル千秋閣,徳島市)
    • Year and Date
      2011-11-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] Selecting clause emotion for sentence emotion recognition2011

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

    • Author(s)
      Fuji Ren
    • Organizer
      Proc.of IEEE NLP-KE
    • Place of Presentation
      Tokushima(ホテル千秋閣,徳島市)(招待講演)
    • Year and Date
      2011-11-28
    • Related Report
      2011 Annual Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [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
      Beijing(友誼鬢館,北京市)
    • Year and Date
      2011-09-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] 豊心工学2010

    • Author(s)
      任福継
    • Organizer
      電子情報通信学会研究会
    • Place of Presentation
      東京日本(招待講演)
    • Year and Date
      2010-10-23
    • Related Report
      2010 Annual Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [Presentation] An Exploration of Features for Recognizing Word Emotion2010

    • Author(s)
      Changqin Quan, Fuji Ren
    • Organizer
      Proceedings of the 23rd International Conference on Computational Linguistics
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-08-24
    • Related Report
      2010 Annual Research Report
  • [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
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [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
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] Pragmatic Analysis Based Query Expansion for Chinese Cuisine QA Service System2010

    • Author(s)
      Ling Xia, Fuji Ren
    • Organizer
      Proceedings of IEEE NLP-KE
    • Place of Presentation
      Beijing, China
    • Year and Date
      2010-08-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] A proposal for Creating a Chinese Emotion Thesaurus with Tag of Emotion Intensity2009

    • Author(s)
      Ji Li, Fuji Ren
    • Organizer
      IEEE International Conference on Natural Language Processing and Knowledge Enginerring
    • Place of Presentation
      Dalian, China
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Recognizing Sentence Emotions Based on Polynomial Kernel Method Using Ren-CECps2009

    • Author(s)
      Changqin Quan, Fuji Ren
    • Organizer
      IEEE International Conference on Natural Language Processing and Knowledge Enginerring
    • Place of Presentation
      Dalian, China
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Simple Linguistic Processing Effect on Multi-label Emotion Classification2009

    • Author(s)
      Ye Wu, Fuji Ren
    • Organizer
      IEEE International Conference on Natural Language Processing and Knowledge Enginerring
    • Place of Presentation
      Dalian, China
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Analysis on Degree Words for Chinese Emotion Expressions Based on Syntactic Parse and Rules2009

    • Author(s)
      Yan Sun, Changqin Quan, Fuji Ren
    • Organizer
      IEEE International Conference on Natural Language Processing and Knowledge Enginerring
    • Place of Presentation
      Dalian, China
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [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
    • Related Report
      2011 Final Research Report
  • [Presentation] Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis2009

    • Author(s)
      Changqin Quan, Fuji Ren
    • Organizer
      Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing
    • Place of Presentation
      Singapore
    • Year and Date
      2009-08-06
    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://pub2.db.tokushima-u.ac.jp/ERD/person/19966/profile-ja.html

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://pub2.db.tokushima-u.ac.jp/ERD/person/19966/profile-ja.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://pub2.db.tokushima-u.ac.jp/ERD/person/19966/profile-ja.html

    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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