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Automatic acquisition of linguistic characteristics and writing support useful for modification of redundant sentences

Research Project

Project/Area Number 23500178
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Intelligent informatics
Research InstitutionTottori University

Principal Investigator

MURATA Masaki  鳥取大学, 工学(系)研究科(研究院), 教授 (50358884)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords文生成 / 冗長な表現 / 文の修正 / 機械学習
Outline of Final Research Achievements

In this study, we constructed systems useful for improving redundant sentences. We handled Japanese sentences. Our study contributes to efficiency of communication. We obtained accuracies of about 0.7 to 0.8 in detection of redundant sentences using machine learning. We obtained accuracies of more than 0.6 in correction of redundant sentences including the Japanese words, "kanou" (possible), "toiu" (that is) and "surukoto" (perform), using machine learning. By gathering and examining redundant expressions in long texts including long sentences and long paragraphs, we clarified various kinds of characteristics in redundant expressions of long texts.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (19 results)

All 2015 2014 2013 2012 2011

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (15 results)

  • [Journal Article] "DIFF" of spoken language and written language2013

    • Author(s)
      Masaki Murata
    • Journal Title

      Information

      Volume: Vol. 16, No. 7(A) Pages: 4809-4821

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Automatic Selection and Analysis of Japanese Notational Variants on the Basis of Machine Learning2013

    • Author(s)
      Masaki Murata, Masahiro Kojima, Takuya Minamiguchi and Yasuhiko Watanabe
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: Vol. 9, No. 10 Pages: 4231-4246

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Japanese Sentence Order Estimation using Supervised Machine Learning with Rich Linguistic Clues2013

    • Author(s)
      Yuya Hayashi, Masaki Murata, Liangliang Fan, and Masato Tokuhisa
    • Journal Title

      International Journal of Computational Linguistics and Applications

      Volume: Vol. 4 No. 2 Pages: 153-167

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Compound Word Segmentation Using Dictionary Definitions -- Extracting and Examining of Word Constituent Information --2012

    • Author(s)
      Masaki Murata and Masao Utiyama
    • Journal Title

      ICIC Express Letters Part B: Applications

      Volume: Vol.3, No.3 Pages: 667-672

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 冗長な文章の人手による分析2015

    • Author(s)
      村田真樹, 徳久雅人, 馬青
    • Organizer
      言語処理学会第21回年次大会
    • Place of Presentation
      京都大学
    • Year and Date
      2015-03-17 – 2015-03-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Order Estimation of Japanese Paragraphs by Supervised Machine Learning2014

    • Author(s)
      Satoshi Ito, Masaki Murata, Masato Tokuhisa, Qing Ma
    • Organizer
      Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2014)
    • Place of Presentation
      日本、北九州市
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Construction of Concept Network from Large Numbers of Texts for Information Examination Using TF-IDF and Deletion of Unrelated Words2014

    • Author(s)
      Yuta Doen, Masaki Murata, Ryuta Otake, Masato Tokuhisa, Qing Ma
    • Organizer
      Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2014)
    • Place of Presentation
      日本、北九州市
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automatic Detection and Analysis of Impressive Japanese Sentences Using Supervised Machine Learning2014

    • Author(s)
      Daiki Hazure, Masaki Murata, Masato Tokuhisa
    • Organizer
      Proceedings of the First AHA!-Workshop on Information Discovery in Text
    • Place of Presentation
      アイルランド、ダブリン
    • Year and Date
      2014-08-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automatic Selection and Analysis of Synonyms in Japanese Sentences Using Machine Learning2014

    • Author(s)
      Masaki Murata, Yoshiki Goda, Masato Tokuhisa
    • Organizer
      The 2014 International Conference on Artificial Intelligence
    • Place of Presentation
      米国、ラスぺガス
    • Year and Date
      2014-07-21 – 2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 機械学習と冗長度を用いた冗長な文章の検出2014

    • Author(s)
      都藤俊輔, 村田真樹, 徳久雅人, 馬青
    • Organizer
      言語処理学会第20回年次大会発表論文集
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 機械学習を用いた段落の順序推定実験2013

    • Author(s)
      伊藤聡史, 村田真樹, 徳久 雅人, 馬青
    • Organizer
      第12回情報科学技術フォーラム(FIT2013)
    • Place of Presentation
      鳥取大学
    • Related Report
      2013 Research-status Report
  • [Presentation] パターンと機械学習による冗長な文の修正と修正のヒント出力2013

    • Author(s)
      都藤俊輔, 村田真樹, 徳久雅人, 馬青
    • 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] 教師あり機械学習を用いた段落の順序推定2013

    • Author(s)
      伊藤聡史, 村田真樹, 徳久雅人, 馬青
    • 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] Extraction of Historical Transition in Legal and Scientific Laws from Wikipedia2012

    • Author(s)
      Liangliang Fan, Masaki Murata, Masato Tokuhisa and Qing Ma
    • Organizer
      Proceedings of the 8th Conference on Natural Language Processing and Knowledge Engineering (NLPKE 2012)
    • Place of Presentation
      合肥(中国)、Hefei(China)
    • Related Report
      2012 Research-status Report
  • [Presentation] Automatic Selection and Contextual Analysis of the Japanese Particles "Ga" and "Wa" Using Machine Learning2012

    • Author(s)
      Satoshi Miura, Liangliang Fan, Masaki Murata, and Masato Tokuhisa
    • Organizer
      The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2012)
    • Place of Presentation
      神戸コンベンションセンター(神戸)
    • Related Report
      2012 Research-status Report
  • [Presentation] Machine Learning for Analysis and Detection of Redundant Sentences Toward Development of Writing Support Systems2012

    • Author(s)
      Shunsuke Tsudo, Masaki Murata, Masato Tokuhisa, and Qing Ma
    • Organizer
      The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2012)
    • Place of Presentation
      神戸コンベンションセンター(神戸)
    • Related Report
      2012 Research-status Report
  • [Presentation] 冗長な文の機械的分析と機械的検出2012

    • Author(s)
      都藤俊輔, 村田真樹, 徳久雅人, 馬青
    • Organizer
      言語処理学会第18回年次大会
    • Place of Presentation
      広島市立大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 教師あり機械学習を用いた文の順序推定2012

    • Author(s)
      林裕哉, 村田真樹, 徳久雅人
    • Organizer
      言語処理学会第18回年次大会
    • Place of Presentation
      広島市立大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Automatic Extraction of Historical Transition in Researchers and Research Topics2011

    • Author(s)
      Sanako Hori, Masaki Murata, Masato Tokuhisa and Qing Ma
    • Organizer
      The 7th IEEE Conference on Natural Language Processing and Knowledge Engineering (NLPKE 2011)
    • Place of Presentation
      徳島
    • Related Report
      2011 Research-status Report

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

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