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Natural language processing and Improvement of full text retrieval

Research Project

Project/Area Number 09680393
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 情報システム学(含情報図書館学)
Research InstitutionGIFU UNIVERSITY

Principal Investigator

IKEDA Takashi  GIFU UNIVERSITY, FUCULTY OF ENGINEERING, PROFESSOR, 工学部, 教授 (10232183)

Co-Investigator(Kenkyū-buntansha) HYODO Yasuaki  GIFU UNIVERSITY, FUCULTY OF ENGINEERING, ASSISTANT FELLOW, 工学部, 助手 (50293543)
Project Period (FY) 1997 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1999: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1998: ¥500,000 (Direct Cost: ¥500,000)
Keywordsfull text retrieval / modifier-modifee / syntactic analysis / BUNSETSU analysis / proximity condition / Japanese / フレーズ検査 / 分節解析 / 適合率 / フレーズ検索
Research Abstract

So far in the full text information retrieval, query condition has been Boolean of words or proximity of two words. The aim of our research is to make possible to use modifier-modifee relation in query to improve the precision rate. For this purpose, we develop Japanese BUNSETSU analysis system (i.e. morphological analysis system) and modifier-modifiee relation analysis system(i.e. syntactic analisys system). They are integrated into the system on PC named IBUKI. The accuracy of IBUKI is more than 99% in BUNSETSU analysis and about 90% in modifier-modifee analysis. To improve its accuracy further we are now developing compound word analysis module based on automaton formulalization and developing a new idea of function words dictionary which registers almost all function words sequence appeared in BUNSETSU. As for retrieval system, we have builet systems for patent documents, news paper articles and example sentence collection in Japanese-English dictionary. By using modifier-modifee condition, retrieval precision was shown to be improved from 84% to 96% in comparison with proximity condition.

Report

(4 results)
  • 1999 Annual Research Report   Final Research Report Summary
  • 1998 Annual Research Report
  • 1997 Annual Research Report
  • Research Products

    (27 results)

All Other

All Publications (27 results)

  • [Publications] 新美和彦: "係り受け情報を用いた全文検索とその評価"デジタル図書館. 11. 27-34 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Y.Hyodo: "Comparison between Proximity Operation and Dependency Operation in Japanese Full Text Retrieval"Proc. of the 21st Annual International ACM SIGIR Conference. 341-342 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 池田尚志: "助詞「は」と「が」の認識"言語・認識・表現研究会(LA-CE). 2. 61-80 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 兵藤安昭: "文節単位のコスト最小法による日本語形態素解析"電子情報通信学会言語理解とコミュニケーション. NLC98-2. 9-14 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 兵藤安昭: "文節ブロック間規則による浅い係り受け解析と精度評価"電子情報通信学会言語理解とコミュニケーション. NLC98-30. 33-39 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 若田光敏: "日本語長文の係り受け解析-「は」のスコープおよび連体埋め込み構造のスコープに関して"情報処理学会 自然言語処理研究会. NL130-9. 65-72 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 兵藤安昭: "文節材能語列の数え上げと文節解析"電子情報通信学会言語理解とコミュニケーション. NLC99-19. 1-6 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] K. Niimi, Y. Hyodo, T. Ikeda: "Full-text retrieval using dependency structure and its evaluation"Digital Libraries. vol-11. 27-34 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Y. Hyodo, K. Niimi, T. Ikeda: "Comparison between Proximity Operation and Dependency Operation in Japanese Full Text retrieval"Proc. Of the 21ィイD1stィエD1 Annual International ACM SIGIR Conference. 341-342 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T. Ikeda: "On the Japanese Function World "WA" and "Ga" - its Function from the Cognitive Point of View -"Language, Cognition and Expression. No-2. 61-80 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Y. Hyodo, T. Ikeda: "Morphological Analysis of a Japanese Sentence by Bunsetsu-based Cost Minimum Method"Technical Report of IEICE. NLC98-2. 9-14 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Y. Hyodo, M. Wakata, T. Ikeda: "The Evaluation of the Shallow dependency Analysis by Bunsetsu Blocking Rule"Technical Report of IEICE. NLC98-30. 33-39 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] M. Wakata, Y. Hyodo, T. Ikeda: "The Dependency Analysis of a Long Japanese Sentence -On a Scope of "wa" and a scope of an adnominaladnominal embedded structure -"Technical Report of IPSJ. NL130-9. 65-72 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Y. Hyodo, H. Murakami, T. Ikeda: "Enumerating of Functional Expressions and Bunsetsu Analysis"Technical Report of IEICE. NLC99-19. 1-6 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 兵藤安昭: "あいまいさを許すロバストな係り受け解析システム"言語処理学会第5回年次大会論文集. 23-28 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 兵藤安昭: "文節単位のコストに基づく日本語文節解析システム"言語処理学会第5回年次大会論文集. 502-504 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 若田光敏: "日本語長文の係り受け解析"情報処理学会自然言語処理研究会論文集. NL130-9. 65-72 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 池田尚志: "大規模データによる自然言語処理とRDBの活用"電気関係学会東海支部連合大会シンポジウム論文集. 557-558 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村上裕: "大規模データにおける文節機能語列の調査と長単位機能語辞書"情報処理学会第59回全国大会論文集. 2335-2336

    • Related Report
      1999 Annual Research Report
  • [Publications] 兵藤安昭: "文節機能語列の数え上げと文節解析"電子情報通信学会言語理解とコミュニケーション研究会. NLC99-19. 1-6 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村上裕: "文節解析における誤り個所の検出について"言語処理学会第6回年次大会論文集. (予定). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 兵藤安昭: "文節解析のための長単位機能語辞書"言語処理学会第6回年次大会論文集. (予定). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 兵藤安昭, 池田尚志: "文節単位のコスト最小法による日本語形態素解析" 電子情報通信学会言語理解とコミュニケーション研究会. NLC98-2. 9-14 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 兵藤安昭, 共田光敏, 池田尚志: "分節ブロック間規則による浅い係り受け解析と精度評価" 電子情報通信学会言語理解とコミュニケーション研究会. NLC98-30. 33-39 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Y.Hyodo, K.Niimi, T.Ikeda: "Conparison between proximity operation and dependency operation in Japanese full text cetrienal" Prov.of the 21st Annical International ACM SIGIR Condence. sigzR'98. 341-342 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 新美, 兵藤, 池田: "係り受け関係を用いる高精度全文検索" 情報処理学会第55回全国大会論文集. 3-121-3-122 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 新美, 兵藤, 池田: "係り受け関係を用いた全文検索とその評価" ディジタル図書館. No.11. 27-34 (1998)

    • Related Report
      1997 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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